From 2f1fdc1984b37d66a6d95ebca7f61f9f8a759b67 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 30 Jan 2025 23:10:22 -0500 Subject: [PATCH 01/57] update source type report --- models/apple_store__source_type_report.sql | 143 +++++++++++++-------- 1 file changed, 87 insertions(+), 56 deletions(-) diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 04310f4..eaa7454 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -1,74 +1,105 @@ with app as ( - - select * - from {{ var('app') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -app_store_source_type as ( - - select * - from {{ ref('int_apple_store__app_store_source_type') }} +impressions_and_page_views as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(impressions) as impressions, + sum(page_views) as page_views + from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + group by 1,2,3,4 ), -downloads_source_type as ( - - select * - from {{ ref('int_apple_store__downloads_source_type') }} +install_deletions as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads, + sum(deletions) as deletions, + sum(installations) as installations + from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + group by 1,2,3,4 ), -usage_source_type as ( +sessions_activity as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(active_devices) as active_devices, + sum(sessions) as sessions + from {{ ref('int_apple_store__app_session_detailed_daily') }} + group by 1,2,3,4 +), - select * - from {{ ref('int_apple_store__usage_source_type') }} +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select date_day, app_id, source_type, source_relation from impressions_and_page_views + union all + select date_day, app_id, source_type, source_relation from install_deletions + union all + select date_day, app_id, source_type, source_relation from sessions_activity ), +-- Ensuring distinct combinations of all dimensions reporting_grain as ( - select distinct - source_relation, date_day, app_id, - source_type - from app_store_source_type + source_type, + source_relation + from pre_reporting_grain ), -joined as ( - - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, - app.app_name, - reporting_grain.source_type, - coalesce(app_store_source_type.impressions, 0) as impressions, - coalesce(app_store_source_type.page_views, 0) as page_views, - coalesce(downloads_source_type.first_time_downloads, 0) as first_time_downloads, - coalesce(downloads_source_type.redownloads, 0) as redownloads, - coalesce(downloads_source_type.total_downloads, 0) as total_downloads, - coalesce(usage_source_type.active_devices, 0) as active_devices, - coalesce(usage_source_type.deletions, 0) as deletions, - coalesce(usage_source_type.installations, 0) as installations, - coalesce(usage_source_type.sessions, 0) as sessions - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join app_store_source_type - on reporting_grain.date_day = app_store_source_type.date_day - and reporting_grain.source_relation = app_store_source_type.source_relation - and reporting_grain.app_id = app_store_source_type.app_id - and reporting_grain.source_type = app_store_source_type.source_type - left join downloads_source_type - on reporting_grain.date_day = downloads_source_type.date_day - and reporting_grain.source_relation = downloads_source_type.source_relation - and reporting_grain.app_id = downloads_source_type.app_id - and reporting_grain.source_type = downloads_source_type.source_type - left join usage_source_type - on reporting_grain.date_day = usage_source_type.date_day - and reporting_grain.source_relation = usage_source_type.source_relation - and reporting_grain.app_id = usage_source_type.app_id - and reporting_grain.source_type = usage_source_type.source_type +-- Final aggregation using reporting grain +final as ( + select + rg.date_day, + rg.app_id, + a.app_name, + rg.source_type, + coalesce(i.impressions, 0) as impressions, + coalesce(i.page_views, 0) as page_views, + coalesce(d.first_time_downloads, 0) as first_time_downloads, + coalesce(d.redownloads, 0) as redownloads, + coalesce(d.total_downloads, 0) as total_downloads, + coalesce(d.deletions, 0) as deletions, + coalesce(d.installations, 0) as installations, + coalesce(s.active_devices, 0) as active_devices, + coalesce(s.sessions, 0) as sessions + from reporting_grain rg + left join impressions_and_page_views i + on rg.date_day = i.date_day + and rg.app_id = i.app_id + and rg.source_type = i.source_type + and rg.source_relation = i.source_relation + left join install_deletions d + on rg.date_day = d.date_day + and rg.app_id = d.app_id + and rg.source_type = d.source_type + and rg.source_relation = d.source_relation + left join sessions_activity s + on rg.date_day = s.date_day + and rg.app_id = s.app_id + and rg.source_type = s.source_type + and rg.source_relation = s.source_relation + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation ) -select * -from joined \ No newline at end of file +select * +from final From 046da4c7efde9c82a57a487fad2408191a04d21f Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 30 Jan 2025 23:10:41 -0500 Subject: [PATCH 02/57] update app version report --- models/apple_store__app_version_report.sql | 144 ++++++++++++--------- 1 file changed, 84 insertions(+), 60 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index f0917b9..01aae00 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -1,79 +1,103 @@ with app as ( - select * - from {{ var('app') }} -), - -crashes_app_version_report as ( - - select * - from {{ ref('int_apple_store__crashes_app_version') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -usage_app_version_report as ( - - select * - from {{ var('usage_app_version') }} +app_crashes as ( + select + app_id, + app_version, + date_day, + cast(null as {{ dbt.type_string() }}) as source_type, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3 ), -reporting_grain_combined as ( - +install_deletions as ( select - source_relation, - date_day, app_id, + app_version, + date_day, source_type, - app_version - from usage_app_version_report - union all - select - source_relation, + sum(installations) as installations, + sum(deletions) as deletions, + sum(active_devices) as active_devices, + sum(active_devices_last_30_days) as active_devices_last_30_days + from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + group by 1,2,3 +), + +app_sessions as ( + select date_day, app_id, + app_version, source_type, - app_version - from crashes_app_version_report + sum(sessions) as sessions, + sum(active_devices) as active_devices, + sum(active_devices_last_30_days) as active_devices_last_30_days + from {{ ref('int_apple_store__app_session_detailed_daily') }} + group by 1,2,3 ), -reporting_grain as ( - - select - distinct * - from reporting_grain_combined +-- pre-reporting grain: unions all unique dimension values +pre_reporting_grain as ( + select date_day, app_id, app_version, source_type from app_crashes + union + select date_day, app_id, app_version, source_type from install_deletions + union + select date_day, app_id, app_version, source_type from app_sessions ), -joined as ( +-- reporting grain: ensures distinct combinations of all dimensions +reporting_grain as ( + select distinct + date_day, + app_id, + app_version, + source_type + from pre_reporting_grain +), - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, - app.app_name, - reporting_grain.source_type, - reporting_grain.app_version, - coalesce(crashes_app_version_report.crashes, 0) as crashes, - coalesce(usage_app_version_report.active_devices, 0) as active_devices, - coalesce(usage_app_version_report.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(usage_app_version_report.deletions, 0) as deletions, - coalesce(usage_app_version_report.installations, 0) as installations, - coalesce(usage_app_version_report.sessions, 0) as sessions - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join crashes_app_version_report - on reporting_grain.date_day = crashes_app_version_report.date_day - and reporting_grain.source_relation = crashes_app_version_report.source_relation - and reporting_grain.app_id = crashes_app_version_report.app_id - and reporting_grain.source_type = crashes_app_version_report.source_type - and reporting_grain.app_version = crashes_app_version_report.app_version - left join usage_app_version_report - on reporting_grain.date_day = usage_app_version_report.date_day - and reporting_grain.source_relation = usage_app_version_report.source_relation - and reporting_grain.app_id = usage_app_version_report.app_id - and reporting_grain.source_type = usage_app_version_report.source_type - and reporting_grain.app_version = usage_app_version_report.app_version +-- final aggregation using reporting grain +final as ( + select + rg.date_day, + rg.app_id, + a.app_name, + rg.app_version, + rg.source_type, + coalesce(c.crashes, 0) as crashes, + coalesce(u.active_devices, 0) as active_devices, + coalesce(u.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(u.deletions, 0) as deletions, + coalesce(u.installations, 0) as installations, + coalesce(s.sessions, 0) as sessions + from reporting_grain rg + left join app_crashes c + on rg.date_day = c.date_day + and rg.app_id = c.app_id + and rg.app_version = c.app_version + and rg.source_type = c.source_type + left join install_deletions u + on rg.date_day = u.date_day + and rg.app_id = u.app_id + and rg.app_version = u.app_version + and rg.source_type = u.source_type + left join app_sessions s + on rg.date_day = s.date_day + and rg.app_id = s.app_id + and rg.app_version = s.app_version + and rg.source_type = s.source_type + left join app a + on rg.app_id = a.app_id ) -select * -from joined \ No newline at end of file +select * +from final +order by date_day, app_id, app_version From 632def4a3492339f0ecba4402167a070cffe55ed Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 30 Jan 2025 23:15:04 -0500 Subject: [PATCH 03/57] updates --- models/apple_store__app_version_report.sql | 39 ++++++++++++---------- models/apple_store__source_type_report.sql | 1 + 2 files changed, 23 insertions(+), 17 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index 01aae00..5af46d0 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -1,5 +1,4 @@ with app as ( - select app_id, app_name, @@ -13,9 +12,10 @@ app_crashes as ( app_version, date_day, cast(null as {{ dbt.type_string() }}) as source_type, + source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} - group by 1,2,3 + group by 1,2,3,4,5 ), install_deletions as ( @@ -24,12 +24,11 @@ install_deletions as ( app_version, date_day, source_type, + source_relation, sum(installations) as installations, - sum(deletions) as deletions, - sum(active_devices) as active_devices, - sum(active_devices_last_30_days) as active_devices_last_30_days + sum(deletions) as deletions from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} - group by 1,2,3 + group by 1,2,3,4,5 ), app_sessions as ( @@ -38,20 +37,21 @@ app_sessions as ( app_id, app_version, source_type, + source_relation, sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days from {{ ref('int_apple_store__app_session_detailed_daily') }} - group by 1,2,3 + group by 1,2,3,4,5 ), -- pre-reporting grain: unions all unique dimension values pre_reporting_grain as ( - select date_day, app_id, app_version, source_type from app_crashes - union - select date_day, app_id, app_version, source_type from install_deletions - union - select date_day, app_id, app_version, source_type from app_sessions + select date_day, app_id, app_version, source_type, source_relation from app_crashes + union all + select date_day, app_id, app_version, source_type, source_relation from install_deletions + union all + select date_day, app_id, app_version, source_type, source_relation from app_sessions ), -- reporting grain: ensures distinct combinations of all dimensions @@ -60,21 +60,23 @@ reporting_grain as ( date_day, app_id, app_version, - source_type + source_type, + source_relation from pre_reporting_grain ), -- final aggregation using reporting grain final as ( select + rg.source_relation, rg.date_day, rg.app_id, a.app_name, - rg.app_version, rg.source_type, + rg.app_version, coalesce(c.crashes, 0) as crashes, - coalesce(u.active_devices, 0) as active_devices, - coalesce(u.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(s.active_devices, 0) as active_devices, + coalesce(s.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(u.deletions, 0) as deletions, coalesce(u.installations, 0) as installations, coalesce(s.sessions, 0) as sessions @@ -83,19 +85,22 @@ final as ( on rg.date_day = c.date_day and rg.app_id = c.app_id and rg.app_version = c.app_version - and rg.source_type = c.source_type + and rg.source_relation = c.source_relation left join install_deletions u on rg.date_day = u.date_day and rg.app_id = u.app_id and rg.app_version = u.app_version and rg.source_type = u.source_type + and rg.source_relation = u.source_relation left join app_sessions s on rg.date_day = s.date_day and rg.app_id = s.app_id and rg.app_version = s.app_version and rg.source_type = s.source_type + and rg.source_relation = s.source_relation left join app a on rg.app_id = a.app_id + and rg.source_relation = a.source_relation ) select * diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index eaa7454..fa479ee 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -67,6 +67,7 @@ reporting_grain as ( -- Final aggregation using reporting grain final as ( select + rg.source_relation, rg.date_day, rg.app_id, a.app_name, From 7084f639c9b3872226c449988bec22fe8c85211b Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 00:12:28 -0500 Subject: [PATCH 04/57] seed file deletions and changes and additions --- integration_tests/seeds/app.csv | 2 -- integration_tests/seeds/app_crash_daily.csv | 11 ++++++++++ .../seeds/app_session_detailed_daily.csv | 11 ++++++++++ integration_tests/seeds/app_store_app.csv | 2 ++ ...iscovery_and_engagement_detailed_daily.csv | 11 ++++++++++ .../app_store_download_detailed_daily.csv | 11 ++++++++++ ...stallation_and_deletion_detailed_daily.csv | 11 ++++++++++ ...app_store_platform_version_source_type.csv | 11 ---------- .../seeds/app_store_source_type_device.csv | 11 ---------- .../seeds/app_store_territory_source_type.csv | 18 --------------- .../seeds/crashes_app_version.csv | 11 ---------- .../seeds/crashes_platform_version.csv | 11 ---------- ...downloads_platform_version_source_type.csv | 11 ---------- .../seeds/downloads_source_type_device.csv | 11 ---------- .../seeds/downloads_territory_source_type.csv | 11 ---------- integration_tests/seeds/sales_account.csv | 2 -- .../sales_subscription_event_summary.csv | 11 ++++++++++ .../seeds/sales_subscription_events.csv | 11 ---------- .../seeds/sales_subscription_summary.csv | 22 +++++++++---------- .../seeds/usage_app_version_source_type.csv | 11 ---------- .../usage_platform_version_source_type.csv | 11 ---------- .../seeds/usage_source_type_device.csv | 11 ---------- .../seeds/usage_territory_source_type.csv | 11 ---------- 23 files changed, 79 insertions(+), 165 deletions(-) delete mode 100644 integration_tests/seeds/app.csv create mode 100644 integration_tests/seeds/app_crash_daily.csv create mode 100644 integration_tests/seeds/app_session_detailed_daily.csv create mode 100644 integration_tests/seeds/app_store_app.csv create mode 100644 integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv create mode 100644 integration_tests/seeds/app_store_download_detailed_daily.csv create mode 100644 integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv delete mode 100644 integration_tests/seeds/app_store_platform_version_source_type.csv delete mode 100644 integration_tests/seeds/app_store_source_type_device.csv delete mode 100644 integration_tests/seeds/app_store_territory_source_type.csv delete mode 100644 integration_tests/seeds/crashes_app_version.csv delete mode 100644 integration_tests/seeds/crashes_platform_version.csv delete mode 100644 integration_tests/seeds/downloads_platform_version_source_type.csv delete mode 100644 integration_tests/seeds/downloads_source_type_device.csv delete mode 100644 integration_tests/seeds/downloads_territory_source_type.csv delete mode 100644 integration_tests/seeds/sales_account.csv create mode 100644 integration_tests/seeds/sales_subscription_event_summary.csv delete mode 100644 integration_tests/seeds/sales_subscription_events.csv delete mode 100644 integration_tests/seeds/usage_app_version_source_type.csv delete mode 100644 integration_tests/seeds/usage_platform_version_source_type.csv delete mode 100644 integration_tests/seeds/usage_source_type_device.csv delete mode 100644 integration_tests/seeds/usage_territory_source_type.csv diff --git a/integration_tests/seeds/app.csv b/integration_tests/seeds/app.csv deleted file mode 100644 index 3bcc51c..0000000 --- a/integration_tests/seeds/app.csv +++ /dev/null @@ -1,2 +0,0 @@ -id,is_enabled,name,asset_token,pre_order_info,icon_url,app_opt_in_rate,ios,tvos,is_bundle,_fivetran_synced -12345,True,Super Cool Name,Random Asset Token,,Random Icon URL,10,True,False,False,2022-01-02 12:34:56.789000+00:00 diff --git a/integration_tests/seeds/app_crash_daily.csv b/integration_tests/seeds/app_crash_daily.csv new file mode 100644 index 0000000..7628c87 --- /dev/null +++ b/integration_tests/seeds/app_crash_daily.csv @@ -0,0 +1,11 @@ +_fivetran_id,app_id,date,app_version,device,platform_version,crashes,unique_devices,_fivetran_synced +mATdTIo1WH34/utbwQZkvLNs6wU=,239587236,2024-12-04,120614,iPhone,iOS 16.4,1,1,2024-12-11 05:13:33.444 +00:00 +PYNoHVNnmMuAKBkHqvpL2G6462E=,239587236,2024-12-05,1.3.4,Apple Vision,visionOS 1.0,1,1,2024-12-12 05:14:16.162 +00:00 +YKv85Suuzv2jkvVhAyg2F8WM7SY=,239587236,2024-12-05,1242228,iPhone,iOS 17.1,1,1,2024-12-12 05:14:16.173 +00:00 +fyzwmTKUa2Rcwyzp7iKJVNwa004=,239587236,2024-12-05,1206422,iPhone,iOS 15.1,1,1,2024-12-12 05:14:16.170 +00:00 +rI4nrxlzrGiShj+7lnkVNLA4DdU=,239587236,2024-12-05,120222,iPhone,iOS 17.4,1,1,2024-12-12 05:14:16.166 +00:00 +iBFL/ZX+cw+LEb9QzQ0EIDmIsqg=,239587236,2024-12-05,120222.1,iPhone,iOS 17.2,1,1,2024-12-12 05:14:16.189 +00:00 +RN7svEING9NuyLcOQkgRgcyPcGc=,239587236,2024-12-05,55555,iPhone,iOS 14.2,1,1,2024-12-12 05:14:16.175 +00:00 +WIP6VVo9+T0ptzvWfSChZ+oSK1w=,239587236,2024-12-05,55555.5,iPhone,iOS 17.4,1,1,2024-12-12 05:14:16.157 +00:00 +9liOcvJVocUOsGJdywFyCnwiIlg=,239587236,2024-12-06,55554,iPhone,iOS 18.1,1,1,2024-12-13 05:12:19.497 +00:00 +ow5NCW34KSFvzijb+vJaiqeZr9c=,239587236,2024-12-06,1,iPhone,iOS 17.5,1,1,2024-12-13 05:12:19.527 +00:00 diff --git a/integration_tests/seeds/app_session_detailed_daily.csv b/integration_tests/seeds/app_session_detailed_daily.csv new file mode 100644 index 0000000..3678e09 --- /dev/null +++ b/integration_tests/seeds/app_session_detailed_daily.csv @@ -0,0 +1,11 @@ +_fivetran_id,app_id,date,app_version,device,platform_version,source_type,page_type,app_download_date,territory,sessions,total_session_duration,unique_devices,source_info,page_title,_fivetran_synced +o5wEoLRdDH/NskmQrUaaZBKLaTM=,239587236,2024-11-08,329372.0,iPhone,iOS 17.6,App referrer,Product page,,US,14,797,5,spotify.com,Default Custom Product Page,2024-11-13 17:10:45.370 +00:00 +z5uCMEdxXVl3h0n+kYepEiVUtvo=,239587236,2024-11-09,120652.0,iPhone,iOS 16.7,App Store search,Product page,,IT,9,898,5,,Default Custom Product Page,2024-11-14 17:10:29.921 +00:00 +VbvXuJhvMfNLeK0uN1kG/9H1K3c=,239587236,2024-11-09,329372.0,iPhone,iOS 18.1,Web referrer,Product page,,TW,23,752,5,google.com.tw,Default Custom Product Page,2024-11-14 17:10:32.333 +00:00 +xq+QCXmwomsV+hoAVUXQ53pVevY=,239587236,2024-11-10,329372.0,iPhone,iOS 17.6,App Store search,No page,2024-11-02,PT,18,306,5,,Default No Page,2024-11-15 17:15:52.331 +00:00 +Xa6PaV9l8ni0U6VGuNwSNMm7KdU=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,HK,15,3198,7,,Default No Page,2024-11-15 17:15:53.906 +00:00 +GF8h2QWP830nj8JLncVlc3ijoqA=,239587236,2024-11-10,329372.1,iPhone,iOS 17.6,App Store search,No page,2024-11-10,IL,20,2873,7,,Default No Page,2024-11-15 17:15:53.993 +00:00 +kGwZC0OxQTTlblE1X/H4KjUpFv8=,239587236,2024-11-10,120658.0,iPhone,iOS 18.0,App Store search,Product page,,IT,6,76,6,,Default Custom Product Page,2024-11-15 17:15:51.026 +00:00 +NgrBbeUJS4ydIChu1HbkUteIoM4=,239587236,2024-11-10,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,SE,6,358,5,cnet.com,Default Custom Product Page,2024-11-15 17:15:52.045 +00:00 +iSC24SA4YvjP88OUma5VAuqbAIk=,239587236,2024-11-10,120654.0,iPhone,iOS 16.7,App Store search,No page,,LB,85,15485,5,,Default No Page,2024-11-15 17:15:50.794 +00:00 +NSjp+2R/xirT0vO4JQMQfWDwEHk=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,GB,11,385,5,,Default No Page,2024-11-15 17:15:53.906 +00:00 diff --git a/integration_tests/seeds/app_store_app.csv b/integration_tests/seeds/app_store_app.csv new file mode 100644 index 0000000..dc1477a --- /dev/null +++ b/integration_tests/seeds/app_store_app.csv @@ -0,0 +1,2 @@ +id,name,primary_locale,content_rights_declaration,was_made_for_kids,subscription_status_url,subscription_status_url_version,subscription_status_url_for_sandbox,subscription_status_url_version_for_sandbox,_fivetran_synced +239587236,Sample,en-US,DOES_NOT_USE_THIRD_PARTY_CONTENT,,https://example.com/subscription_status,v1,https://sandbox.example.com/subscription_status,v2,2022-01-02 12:34:56.789000+00:00 diff --git a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv new file mode 100644 index 0000000..cc72cde --- /dev/null +++ b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv @@ -0,0 +1,11 @@ +_fivetran_id,app_id,date,event,page_type,source_type,engagement_type,device,platform_version,territory,counts,unique_counts,page_title,source_info,_fivetran_synced +5SJIE4ZfUINJ3AI1T1A5AzRUqLc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 17.4,US,7,5,Default product page,com.wordle,2024-11-07 17:10:21.652 +00:00 +fTN+30viu9DOGf7xi0alJ3h3HMs=,239587236,2024-11-04,Page view,Store sheet,App Store browse,,iPhone,iOS 17.3,US,6,6,Default product page,,2024-11-07 17:10:18.235 +00:00 +9zmUs3grlpd8K7mhYs6t0P7GGBc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,US,5,5,Default product page,com.tradle.us.ios,2024-11-07 17:10:21.376 +00:00 +Ar8iylQfK9915AfMCqvslNeqbco=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPad,iOS 16.7,FR,5,5,Default product page,com.g2g.g2g.ios,2024-11-08 17:11:38.625 +00:00 +vRqeI3eSZtOtBqzLpWvtQXheFDI=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 17.6,CA,6,6,Default product page,,2024-11-08 17:11:38.572 +00:00 +pvCxArKHnaAFxuZf63/1PYKkiR4=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 18.0,GR,5,5,Default product page,,2024-11-08 17:11:40.033 +00:00 +6lXCI/W8NqhA3UsQQFvU58cuTZw=,239587236,2024-11-05,Impression,No page,App Store search,,iPhone,iOS 16.6,FR,5,5,League Pass FY25 (ASA),,2024-11-08 17:11:31.470 +00:00 +32rZ60OOHhVps86YhkBS3Z8+BiE=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.1,FR,5,5,Default product page,com.whoo.hehe,2024-11-08 17:11:31.699 +00:00 +Gm1Bl6Omn5JN2deWlmUAYpfjc/w=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 16.7,FR,11,5,Default product page,com.squigle.woo,2024-11-08 17:11:34.334 +00:00 +pK52DqMhmHqf7bp6bWbAV159zDQ=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,FR,5,5,Default product page,com.conventino.hmm,2024-11-08 17:11:31.056 +00:00 diff --git a/integration_tests/seeds/app_store_download_detailed_daily.csv b/integration_tests/seeds/app_store_download_detailed_daily.csv new file mode 100644 index 0000000..a7f83d0 --- /dev/null +++ b/integration_tests/seeds/app_store_download_detailed_daily.csv @@ -0,0 +1,11 @@ +_fivetran_id,app_id,date,download_type,app_version,device,platform_version,source_type,page_type,pre_order,territory,counts,source_info,page_title,_fivetran_synced +4wA7BEsAKZf8NT1FwxQRAi/GfSI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 18.1,Unavailable,No page,,DE,5,,No page,2024-11-02 17:08:20.343 +00:00 +eKdeGwYA7mc5y+dG/KIypR37d6U=,239587236,2024-10-31,Auto-update,120652.0,iPad,iOS 18.0,Unavailable,No page,,JP,5,,No page,2024-11-02 17:08:18.687 +00:00 +BkesX890oPBVMhTXQ/hiDdx6qtI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 17.6,Web referrer,Product page,,SI,5,chegg.com,Default custom product page,2024-11-02 17:08:18.158 +00:00 +Ropru4fq66wJDBlw8uX7S3Y8C3c=,239587236,2024-10-31,Auto-update,329372.0,Apple TV,tvOS 17.2,App Store search,No page,,AU,6,,No page,2024-11-02 17:08:23.535 +00:00 +O7UP8N94zIg8GGMIx9B+G1NdIso=,239587236,2024-10-31,Auto-update,329372.1,iPad,iOS 16.3,App Store search,No page,,MY,8,,No page,2024-11-02 17:08:20.909 +00:00 +0thg2HpfH+pyt51xfqsX2gjBqng=,239587236,2024-10-31,Auto-update,329372.1,Apple TV,tvOS 18.0,Unavailable,Product page,,AU,5,,Default custom product page,2024-11-02 17:08:23.298 +00:00 +rHAiOrf6uCyTLOQI83Sp/4U7I3w=,239587236,2024-10-31,Auto-update,120658.0,iPhone,iOS 18.1,App Store browse,No page,,HK,9,,No page,2024-11-02 17:08:25.364 +00:00 +lueVOUt20qfGZTy7okfwofpHWEw=,239587236,2024-10-31,Auto-update,329372.0,iPad,iOS 17.7,App referrer,Store sheet,,AU,5,com.apple.Spotlight,Default custom product page,2024-11-02 17:08:21.313 +00:00 +QP/giakN+TvGdJeYYUri1dZ9eAU=,239587236,2024-10-31,Manual update,120654.0,iPhone,iOS 17.5,Unavailable,No page,,MY,5,,No page,2024-11-02 17:08:20.541 +00:00 +jB997hDHmq8fhclBbRLme9x+S2I=,239587236,2024-10-31,Auto-update,329372.1,iPhone,iOS 17.6,Unavailable,Product page,,PT,5,,Default custom product page,2024-11-02 17:08:24.920 +00:00 diff --git a/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv b/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv new file mode 100644 index 0000000..a0f8d2a --- /dev/null +++ b/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv @@ -0,0 +1,11 @@ +_fivetran_id,app_id,date,event,download_type,app_version,device,platform_version,source_type,page_type,app_download_date,territory,counts,unique_devices,source_info,page_title,_fivetran_synced +rLTCNO6J9D59i7ffRhp+E5EyleQ=,239587236,2024-11-11,Install,Manual update,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,AU,5,5,walmart.com,Default Custom Product Page,2024-11-16 17:09:33.790 +00:00 +4NMQBTa2qQSIR9OAJEoekOzqANM=,239587236,2024-11-11,Install,Manual update,329372.1,iPhone,iOS 18.1,App Store browse,No page,2024-10-24,MX,6,6,,Default No Page,2024-11-16 17:09:34.269 +00:00 +TGwYHBcBQrDPz5kyrHqwRquf2Pc=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 18.0,App Store search,No page,,CR,5,5,,Default No Page,2024-11-18 05:10:16.445 +00:00 +QnICsNy0tjs++YD8Jd/gKnkVqr8=,239587236,2024-11-12,Install,Redownload,329372.1,iPhone,iOS 18.0,App Store browse,No page,2024-11-11,US,12,5,,Default No Page,2024-11-18 05:10:17.222 +00:00 +4tfCNvQ77h0QLLhbIfilFbxr4Oo=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.7,App Store search,No page,,KR,8,6,,Default No Page,2024-11-18 05:10:16.576 +00:00 +Vki6Z8OPqh87H8+vc0ISkQ5S9aU=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 17.6,Unavailable,No page,,SG,7,7,,Default No Page,2024-11-18 05:10:16.424 +00:00 +uYwjMGDUKeWHsgF0G6BBREsc8gg=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 18.0,App Store search,Product page,,US,50,45,,Default Custom Product Page,2024-11-18 05:10:16.605 +00:00 +53TtP8bqpftYRBqkTsZLXsnjG2A=,239587236,2024-11-12,Install,Manual update,329372.1,iPhone,iOS 18.1,Unavailable,No page,,TR,23,20,,Default No Page,2024-11-18 05:10:17.173 +00:00 +hpZC6khrDuFKOt5BHC8E4yxeunY=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.6,App Store browse,No page,,AU,16,16,,Default No Page,2024-11-18 05:10:16.529 +00:00 +DjTfw5IHcig1bhl3leRb5SExOis=,239587236,2025-01-27,Delete,,120670.0,iPhone,iOS 18.2,App Store browse,No page,,US,6,6,,Default No Page,2025-01-28 17:09:31.693 +00:00 diff --git a/integration_tests/seeds/app_store_platform_version_source_type.csv b/integration_tests/seeds/app_store_platform_version_source_type.csv deleted file mode 100644 index 3f5593d..0000000 --- a/integration_tests/seeds/app_store_platform_version_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,platform_version,source_type,meets_threshold,impressions,_fivetran_synced,impressions_unique_device,page_views,page_views_unique_device -12345,2021-08-01 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-07-01 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-08-02 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-08-03 00:00:00+00:00,iOS 1.0,App Referrer,True,30,2022-01-02 12:34:56.789000+00:00,28,30,28 -12345,2021-08-04 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-04-18 00:00:00+00:00,iOS 1.0,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-04-19 00:00:00+00:00,iOS 1.0,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2020-12-04 00:00:00+00:00,iOS 1.0,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-01-31 00:00:00+00:00,iOS 1.0,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2020-12-25 00:00:00+00:00,iOS 1.0,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 diff --git a/integration_tests/seeds/app_store_source_type_device.csv b/integration_tests/seeds/app_store_source_type_device.csv deleted file mode 100644 index 2f9f44f..0000000 --- a/integration_tests/seeds/app_store_source_type_device.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,device,source_type,meets_threshold,impressions,_fivetran_synced,impressions_unique_device,page_views,page_views_unique_device -12345,2021-10-03 00:00:00+00:00,iPhone,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-08-23 00:00:00+00:00,iPad,App Store Browse,True,8,2022-01-02 12:34:56.789000+00:00,5,5,4 -12345,2021-10-06 00:00:00+00:00,iPhone,App Store Search,True,1210,2022-01-02 12:34:56.789000+00:00,732,146,103 -12345,2021-03-17 00:00:00+00:00,iPhone,App Store Search,True,1757,2022-01-02 12:34:56.789000+00:00,1113,209,151 -12345,2021-02-24 00:00:00+00:00,Desktop,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-06-06 00:00:00+00:00,iPad,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2020-11-15 00:00:00+00:00,iPad,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-06-24 00:00:00+00:00,iPad,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-03-17 00:00:00+00:00,Desktop,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-07-12 00:00:00+00:00,Desktop,Institutional Purchase,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 diff --git a/integration_tests/seeds/app_store_territory_source_type.csv b/integration_tests/seeds/app_store_territory_source_type.csv deleted file mode 100644 index 1c29865..0000000 --- a/integration_tests/seeds/app_store_territory_source_type.csv +++ /dev/null @@ -1,18 +0,0 @@ -app_id,date,source_type,territory,meets_threshold,impressions,_fivetran_synced,impressions_unique_device,page_views,page_views_unique_device -12345,2021-09-17 00:00:00+00:00,App Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2020-12-29 00:00:00+00:00,App Store Search,Canada,True,1,2022-01-02 12:34:56.789000+00:00,1,0,0 -12345,2021-01-26 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2020-12-04 00:00:00+00:00,App Store Browse,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-06-09 00:00:00+00:00,Web Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-10-05 00:00:00+00:00,App Store Search,Canada,True,47,2022-01-02 12:34:56.789000+00:00,30,5,4 -12345,2021-05-21 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-05-09 00:00:00+00:00,App Store Browse,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-05-18 00:00:00+00:00,App Store Search,Canada,True,3,2022-01-02 12:34:56.789000+00:00,2,1,1 -12345,2021-10-21 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-10-23 00:00:00+00:00,App Store Search,Kosovo,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0 -12345,2021-11-24 00:00:00+00:00,App Store Search,Kosovo,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 -12345,2021-10-24 00:00:00+00:00,App Store Search,Côte d'Ivoire,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 -12345,2021-10-26 00:00:00+00:00,App Store Search,Cote d'Ivoire,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 -12345,2021-11-26 00:00:00+00:00,App Store Search,Cote d'Ivoire,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 -12345,2021-11-26 00:00:00+00:00,App Store Search,Turkey,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 -12345,2021-11-26 00:00:00+00:00,App Store Search,Türkiye,True,0,2022-01-02 12:34:56.789000+00:00,0,0,3 \ No newline at end of file diff --git a/integration_tests/seeds/crashes_app_version.csv b/integration_tests/seeds/crashes_app_version.csv deleted file mode 100644 index c1af4b9..0000000 --- a/integration_tests/seeds/crashes_app_version.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,app_version,date,device,meets_threshold,crashes,_fivetran_synced -12345,1.0.0 (iOS),2021-01-22 00:00:00+00:00,iPod,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-01-07 00:00:00+00:00,iPod,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2020-11-15 00:00:00+00:00,iPod,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-06-18 00:00:00+00:00,iPhone,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-07-30 00:00:00+00:00,Desktop,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-05-02 00:00:00+00:00,iPad,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-06-19 00:00:00+00:00,iPhone,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2020-12-05 00:00:00+00:00,Desktop,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2020-12-21 00:00:00+00:00,iPod,True,0,2022-01-02 12:34:56.789000+00:00 -12345,1.0.0 (iOS),2021-04-12 00:00:00+00:00,iPod,True,0,2022-01-02 12:34:56.789000+00:00 diff --git a/integration_tests/seeds/crashes_platform_version.csv b/integration_tests/seeds/crashes_platform_version.csv deleted file mode 100644 index 1ec8759..0000000 --- a/integration_tests/seeds/crashes_platform_version.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,device,platform_version,meets_threshold,crashes,_fivetran_synced -12345,2021-05-10 00:00:00+00:00,iPad,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-05-13 00:00:00+00:00,iPad,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-05-12 00:00:00+00:00,iPod,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-05-11 00:00:00+00:00,iPod,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-07-25 00:00:00+00:00,iPhone,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-09-11 00:00:00+00:00,iPad,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-04-10 00:00:00+00:00,iPhone,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-04-11 00:00:00+00:00,iPhone,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-01-03 00:00:00+00:00,iPhone,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 -12345,2021-05-28 00:00:00+00:00,iPad,iOS 1.0,True,0,2022-01-02 12:34:56.789000+00:00 diff --git a/integration_tests/seeds/downloads_platform_version_source_type.csv b/integration_tests/seeds/downloads_platform_version_source_type.csv deleted file mode 100644 index fbacca7..0000000 --- a/integration_tests/seeds/downloads_platform_version_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,platform_version,source_type,meets_threshold,first_time_downloads,_fivetran_synced,redownloads,total_downloads -12345,2021-04-05 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-27 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-04-06 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-28 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-04-27 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-11 00:00:00+00:00,iOS 1.0,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-29 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-04-26 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-06-17 00:00:00+00:00,iOS 1.0,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-30 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 diff --git a/integration_tests/seeds/downloads_source_type_device.csv b/integration_tests/seeds/downloads_source_type_device.csv deleted file mode 100644 index bfc4cb7..0000000 --- a/integration_tests/seeds/downloads_source_type_device.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,device,source_type,meets_threshold,first_time_downloads,_fivetran_synced,redownloads,total_downloads -12345,2021-09-04 00:00:00+00:00,iPhone,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2022-01-07 00:00:00+00:00,iPad,App Store Browse,True,1,2022-01-02 12:34:56.789000+00:00,7,8 -12345,2021-07-14 00:00:00+00:00,iPhone,App Store Search,True,153,2022-01-02 12:34:56.789000+00:00,0,153 -12345,2021-05-01 00:00:00+00:00,iPhone,App Store Browse,True,1,2022-01-02 12:34:56.789000+00:00,0,1 -12345,2021-09-15 00:00:00+00:00,Desktop,Institutional Purchase,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-08-31 00:00:00+00:00,iPod,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-06-18 00:00:00+00:00,iPod,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-04-02 00:00:00+00:00,iPod,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2022-03-08 00:00:00+00:00,Desktop,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-09-02 00:00:00+00:00,iPhone,App Referrer,True,5,2022-01-02 12:34:56.789000+00:00,3,8 diff --git a/integration_tests/seeds/downloads_territory_source_type.csv b/integration_tests/seeds/downloads_territory_source_type.csv deleted file mode 100644 index 2f098a4..0000000 --- a/integration_tests/seeds/downloads_territory_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,source_type,territory,meets_threshold,first_time_downloads,_fivetran_synced,redownloads,total_downloads -12345,2021-10-25 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-05-08 00:00:00+00:00,Web Referrer,Canada,True,1,2022-01-02 12:34:56.789000+00:00,0,1 -12345,2021-09-30 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-11-11 00:00:00+00:00,App Store Search,Canada,True,1,2022-01-02 12:34:56.789000+00:00,0,1 -12345,2022-01-10 00:00:00+00:00,Web Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-06-18 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-11-27 00:00:00+00:00,Web Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-07-15 00:00:00+00:00,App Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-04-07 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 -12345,2021-06-05 00:00:00+00:00,App Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0 diff --git a/integration_tests/seeds/sales_account.csv b/integration_tests/seeds/sales_account.csv deleted file mode 100644 index 8cd045f..0000000 --- a/integration_tests/seeds/sales_account.csv +++ /dev/null @@ -1,2 +0,0 @@ -id,name,_fivetran_synced -12345,Super Cool Name,2022-01-02 12:34:56.789000+00:00 diff --git a/integration_tests/seeds/sales_subscription_event_summary.csv b/integration_tests/seeds/sales_subscription_event_summary.csv new file mode 100644 index 0000000..4c415b2 --- /dev/null +++ b/integration_tests/seeds/sales_subscription_event_summary.csv @@ -0,0 +1,11 @@ +_fivetran_id,vendor_number,event_date,event,app_name,app_apple_id,subscription_name,subscription_apple_id,subscription_group_id,standard_subscription_duration,subscription_offer_type,subscription_offer_duration,marketing_opt_in,marketing_opt_in_duration,preserved_pricing,proceeds_reason,promotional_offer_name,promotional_offer_id,consecutive_paid_periods,original_start_date,device,client,state,country,previous_subscription_name,previous_subscription_apple_id,days_before_canceling,cancellation_reason,days_canceled,quantity,paid_service_days_recovered,_fivetran_synced +sWNYkwUwg8p8Q+pgTi0V1QMOI=,101,2024-11-06,Reactivate,Sample,239587236,Subone,1112101201,10710448,1 Year,Free Trial,7 Days,,,,,Adele,,1,2024-10-26,iPhone,,,IE,,,,,,1,4,2024-11-25 23:14:08.346 +00:00 +HXXwXFNi4CLiqkAMJfOex4XUc=,101,2024-11-06,Introductory Price from Paid Subscription,Sample,239587236,Subone,1112102696,10710447,1 Month,Free Trial,7 Days,,,Yes,,,8s86wd,0,2024-11-06,iPhone,,CA,US,,,,,194,1,,2024-11-25 23:14:06.541 +00:00 +qkQDO7BcfBOjPpyO5uhTAiqUs=,101,2024-11-06,Upgrade,Sample,239587236,Subone,1112103155,10710448,1 Month,,,,,,,,,1,2024-10-06,iPad,,,DE,,,28,Canceled,,1,,2024-11-25 23:14:04.629 +00:00 +cQxycZshKap0cdS9kstn5Z1bI=,101,2024-11-06,Downgrade from Grace Period,Sample,239587236,Subone,1112103155,10710448,1 Month,,,Yes,"6 Months,",,,,,5,2024-07-06,iPhone,News,,DE,,,,,,2,,2024-11-25 23:14:06.659 +00:00 +ovecMJFJClmPPb3TDM0h+IQSI=,101,2024-11-06,Promotional Offer from Win-Back Offer,Sample,239587236,Subone,1112103147,10710448,1 Year,Free Trial,7 Days,,,,,,,1,2024-10-26,iPhone,,,RS,Previous_name,12345,,,,1,4,2024-11-25 23:14:08.445 +00:00 +5spsWNmDZcCvIhOoOXjKCX7Po=,101,2024-11-06,Reactivation to Promotional Offer,Sample,239587236,Subone,1112102696,10710447,1 Month,,,,,,,,,7,2024-05-06,iPhone,News,OH,US,,,,,,1,,2024-11-25 23:14:06.553 +00:00 +A6Y7w30zbV7ZPnHUDfcjuzmC8=,101,2024-11-06,Introductory Offer from Introductory Offer,Sample,239587236,Subone,1112102365,10710447,1 Year,Free Trial,7 Days,,,Yes,,,,0,2024-10-30,iPhone,,OH,US,,,4,Canceled,,1,,2024-11-25 23:14:08.664 +00:00 +vzmJnRTEFS92ar6FcsR8sllyA=,101,2024-11-07,Start Introductory Offer,Sample,239587236,Subtwo,1112103155,10710447,1 Month,Free Trial,7 Days,Yes,7 Days,,,,,0,2024-10-30,iPhone,,V,ES,,,0,Canceled,,1,,2024-11-25 23:14:07.314 +00:00 +ZlNR/gu/KAK7ZdMmTw9JILnPI=,101,2024-11-07,Canceled from Billing Retry,Sample,239587236,Subtwo,1112102365,10710447,1 Year,,,,,,Rate After One Year,,,2,2022-10-30,iPhone,,NC,US,,,591,Canceled,,1,,2024-11-25 23:14:04.746 +00:00 +A0a4nlaPfzKRooFcODS3NcAjc=,101,2024-11-07,Paid Subscription from Win-Back Offer with Upgrade,Sample,239587236,Subtwo,1112102696,10710447,1 Month,,,,,,,,,1,2024-09-09,iPhone,,SC,US,,,,,,1,,2024-11-25 23:14:06.751 +00:00 diff --git a/integration_tests/seeds/sales_subscription_events.csv b/integration_tests/seeds/sales_subscription_events.csv deleted file mode 100644 index 9c361a9..0000000 --- a/integration_tests/seeds/sales_subscription_events.csv +++ /dev/null @@ -1,11 +0,0 @@ -_filename,account_number,vendor_number,_index,event_date,app_name,days_canceled,subscription_name,consecutive_paid_periods,previous_subscription_name,cancellation_reason,proceeds_reason,subscription_apple_id,standard_subscription_duration,original_start_date,device,days_before_canceling,quantity,marketing_opt_in_duration,promotional_offer_name,state,previous_subscription_apple_id,event,subscription_group_id,country,promotional_offer_id,app_apple_id,_fivetran_synced,subscription_offer_type,subscription_offer_duration -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,9,2021-04-25,Super Cool Name, ,Super Cool Name,3,, ,,12345,1 Month,2021-02-25,iPhone, ,1, , ,NJ, ,Renew,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,25,2021-04-25,Super Cool Name, ,Super Cool Name,14,, ,Rate After One Year,12345,1 Month,2020-03-25,iPhone, ,1, , ,FL, ,Renew,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,41,2021-04-25,Super Cool Name, ,Super Cool Name,1,,Canceled,,12345,1 Year,2020-04-25,iPhone,176,1, , ,CA, ,Cancel,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,57,2021-04-25,Super Cool Name, ,Super Cool Name,2,, ,,12345,1 Month,2021-03-25,iPhone, ,1, , ,CA, ,Renew,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,73,2021-04-25,Super Cool Name, ,Super Cool Name,3,, ,Rate After One Year,12345,1 Year,2019-04-25,iPhone, ,1, , , , ,Renew,12345,GB, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,89,2021-04-25,Super Cool Name, ,Super Cool Name,13,, ,Rate After One Year,12345,1 Month,2020-04-24,iPhone, ,1, , ,ON, ,Renew,12345,CA, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,105,2021-04-25,Super Cool Name, ,Super Cool Name,1,,Canceled,,12345,1 Year,2020-04-25,iPad,70,1, , ,CA, ,Cancel,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,121,2021-04-25,Super Cool Name, ,Super Cool Name,13,, ,Rate After One Year,12345,1 Month,2020-04-25,iPad, ,1, , , , ,Renew,12345,AT, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,137,2021-04-25,Super Cool Name, ,Super Cool Name,1,, ,,12345,1 Month,2021-04-25,iPhone, ,1, , ,MO, ,Subscribe,12345,US, ,12345,2022-01-02 12:34:56.789000+00:00,, -Subscription_Event_12345678_20220102_V1_2.txt.gz,12345,12345,153,2021-04-25,Super Cool Name, ,Super Cool Name,3,, ,,12345,1 Month,2021-02-25,iPhone, ,1, , ,KA, ,Renew,12345,IN, ,12345,2022-01-02 12:34:56.789000+00:00,, diff --git a/integration_tests/seeds/sales_subscription_summary.csv b/integration_tests/seeds/sales_subscription_summary.csv index a518c4a..e554ab1 100644 --- a/integration_tests/seeds/sales_subscription_summary.csv +++ b/integration_tests/seeds/sales_subscription_summary.csv @@ -1,11 +1,11 @@ -_filename,account_number,vendor_number,_index,developer_proceeds,app_name,free_trial_promotional_offer_subscriptions,proceeds_currency,subscription_name,pay_as_you_go_promotional_offer_subscriptions,customer_currency,marketing_opt_ins,pay_up_front_promotional_offer_subscriptions,billing_retry,proceeds_reason,subscription_apple_id,active_standard_price_subscriptions,standard_subscription_duration,grace_period,device,active_pay_up_front_introductory_offer_subscriptions,customer_price,promotional_offer_name,state,active_pay_as_you_go_introductory_offer_subscriptions,subscription_group_id,country,active_free_trial_introductory_offer_subscriptions,promotional_offer_id,app_apple_id,_fivetran_synced -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,9,24.72,Super Cool Name,0,EUR,Super Cool Name,0,EUR,0,0,0,,12345,30,1 Year,0,iPhone,0,42.99, , ,0,12345,FR,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,25,24.27,Super Cool Name,0,EUR,Super Cool Name,0,EUR,0,0,0,,12345,2,1 Year,0,iPhone,0,42.99, , ,0,12345,FI,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,41,24.2,Super Cool Name,0, ,Super Cool Name,0,EUR,0,0,0,,12345,1,1 Year,0,iPhone,0,42.99, ,MI,0,12345,IT,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,57,3.5,Super Cool Name,0,USD,Super Cool Name,0,USD,0,0,0,,12345,5,1 Month,0,iPhone,0,4.99, ,MS,0,12345,US,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,73,3.5,Super Cool Name,0, ,Super Cool Name,0,USD,0,0,2,,12345,7,1 Month,0,iPhone,0,4.99, ,NJ,0,12345,US,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,89,31182.0,Super Cool Name,0,KRW,Super Cool Name,0,KRW,0,0,0,,12345,1,1 Year,0,iPhone,0,49000.0, ,부산,0,12345,KR,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,105,3.5,Super Cool Name,0, ,Super Cool Name,0,USD,0,0,0,,12345,1,1 Month,0,iPhone,0,4.99, ,AA,0,12345,US,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,121,33.99,Super Cool Name,0, ,Super Cool Name,0,USD,0,0,0,Rate After One Year,12345,6,1 Year,0,iPhone,0,39.99, ,DC,0,12345,US,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,137,3.5,Super Cool Name,0, ,Super Cool Name,0,USD,0,0,0,,12345,6,1 Month,0,iPhone,0,4.99, ,AZ,0,12345,US,0, ,12345,2022-01-02 12:34:56.789000+00:00 -Subscription_12345678_20210712_V1_2.txt.gz,12345,12345,153,29.67,Super Cool Name,0,EUR,Super Cool Name,0,EUR,0,0,0,Rate After One Year,12345,1,1 Year,0,iPhone,0,42.99, ,PO,0,12345,IT,0, ,12345,2022-01-02 12:34:56.789000+00:00 +_fivetran_id,vendor_number,app_name,app_apple_id,subscription_name,subscription_apple_id,subscription_group_id,standard_subscription_duration,customer_price,customer_currency,developer_proceeds,proceeds_currency,preserved_pricing,proceeds_reason,subscription_offer_name,promotional_offer_id,state,country,device,client,active_standard_price_subscriptions,active_free_trial_introductory_offer_subscriptions,active_pay_up_front_introductory_offer_subscriptions,active_pay_as_you_go_introductory_offer_subscriptions,free_trial_promotional_offer_subscriptions,pay_up_front_promotional_offer_subscriptions,pay_as_you_go_promotional_offer_subscriptions,marketing_opt_ins,billing_retry,grace_period,free_trial_offer_code_subscriptions,pay_up_front_offer_code_subscriptions,pay_as_you_go_offer_code_subscriptions,subscribers,_fivetran_synced,date +8ft3unGBbXzD5+FjFZxf1IZhQ=,101,Sample,239587236,Subone,1112101201,10710448,1 Month,0,USD,0,USD,,,WHOO_SAVE,savemoney,WA,US,iPhone,,0,0,0,0,1,0,0,0,0,0,0,0,0,,2024-12-09 05:01:40.526 +00:00,2024-12-07 +vRD+gGszXS7zOHXcqFRdjDJB=,101,Sample,239587236,Subone,1112102696,10710447,1 Year,4.88,NOK,2.44,NOK,,,,,,NO,iPhone,,0,0,1,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:41.336 +00:00,2024-12-07 +DNyljDdWdEjNudL5TTkhKlEQ=,101,Sample,239587236,Subone,1112103155,10710448,1 Month,3.99,EUR,1.99,EUR,Yes,Rate After One Year,,,VA,IT,iPhone,,1,0,0,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:43.340 +00:00,2024-12-07 +p0N+fnDI20Xp7UlXCWJYGDBns=,101,Sample,239587236,Subone,1112103155,10710448,1 Month,1.99,EUR,0.99,EUR,,,,,Como,IT,iPad,,0,1,0,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:44.261 +00:00,2024-12-07 +9ZVsbpBYzXSV8iDBMGq+lAKHc=,101,Sample,239587236,Subone,1112103147,10710448,1 Year,3999,MXN,2000,MXN,,Rate After One Year,,,MEX,MX,iPad,,1,0,0,0,0,0,0,0,0,0,0,0,0,3,2024-12-09 05:01:42.132 +00:00,2024-12-07 +H2+xMX6J7divau4MQMlZMcsuo=,101,Sample,239587236,Subone,1112102696,10710447,1 Year,100,USD,50,USD,,Rate After One Year,,,SC,US,Apple TV,News,1,0,0,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:44.504 +00:00,2024-12-07 +18IfgmPri25yeNHT0TwC0ETzM=,101,Sample,239587236,Subone,1112102365,10710447,1 Year,5.9,SGD,3,SGD,,,,,,SG,iPad,,0,0,1,0,0,0,0,0,0,0,0,0,0,5,2024-12-09 05:01:48.100 +00:00,2024-12-07 +y3Pkj7oerFnbn8V0Iz5SDIv3U=,101,Sample,239587236,Subtwo,1112103155,10710447,1 Month,10,INR,5,INR,,,,,Tamil Nadu,IN,iPhone,,1,0,0,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:47.429 +00:00,2024-12-07 +KumFNaTIFtFsHcuSl45IdANH4=,101,Sample,239587236,Subtwo,1112102365,10710447,1 Year,15,CHF,7.5,CHF,,,,,,CH,iPhone,,0,0,1,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:42.205 +00:00,2024-12-07 +eep8kyq/DUnJKQqqUyDECaT4=,101,Sample,239587236,Subtwo,1112102696,10710447,1 Year,10,CAD,5,CAD,,Rate After One Year,,,SK,CA,Apple TV,,1,0,0,0,0,0,0,0,0,0,0,0,0,,2024-12-09 05:01:43.152 +00:00,2024-12-07 diff --git a/integration_tests/seeds/usage_app_version_source_type.csv b/integration_tests/seeds/usage_app_version_source_type.csv deleted file mode 100644 index 17c04a3..0000000 --- a/integration_tests/seeds/usage_app_version_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,app_version,date,source_type,meets_threshold,installations,_fivetran_synced,sessions,active_devices,active_devices_last_30_days,deletions -12345,1.0.0 (iOS),2021-03-20 00:00:00+00:00,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,1,0 -12345,1.0.0 (iOS),2021-08-08 00:00:00+00:00,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-09-25 00:00:00+00:00,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-03-26 00:00:00+00:00,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2020-11-03 00:00:00+00:00,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-07-05 00:00:00+00:00,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-04-01 00:00:00+00:00,Institutional Purchase,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-07-10 00:00:00+00:00,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-06-08 00:00:00+00:00,Unavailable,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,1.0.0 (iOS),2021-10-20 00:00:00+00:00,Institutional Purchase,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 diff --git a/integration_tests/seeds/usage_platform_version_source_type.csv b/integration_tests/seeds/usage_platform_version_source_type.csv deleted file mode 100644 index e1223c5..0000000 --- a/integration_tests/seeds/usage_platform_version_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,platform_version,source_type,meets_threshold,installations,_fivetran_synced,sessions,active_devices,active_devices_last_30_days,deletions -12345,2021-06-10 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-08-02 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-08-01 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-08-03 00:00:00+00:00,iOS 1.0,App Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-04-18 00:00:00+00:00,iOS 1.0,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-04-17 00:00:00+00:00,iOS 1.0,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-04-19 00:00:00+00:00,iOS 1.0,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,2,0 -12345,2021-07-01 00:00:00+00:00,iOS 1.0,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,1,0 -12345,2021-01-31 00:00:00+00:00,iOS 1.0,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-01-30 00:00:00+00:00,iOS 1.0,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,14,1 diff --git a/integration_tests/seeds/usage_source_type_device.csv b/integration_tests/seeds/usage_source_type_device.csv deleted file mode 100644 index c9ea2f8..0000000 --- a/integration_tests/seeds/usage_source_type_device.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,device,source_type,meets_threshold,installations,_fivetran_synced,sessions,active_devices,active_devices_last_30_days,deletions -12345,2020-11-27 00:00:00+00:00,iPhone,App Store Browse,True,6,2022-01-02 12:34:56.789000+00:00,58,34,406,3 -12345,2021-01-04 00:00:00+00:00,Desktop,App Store Search,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-05-18 00:00:00+00:00,iPad,App Referrer,True,1,2022-01-02 12:34:56.789000+00:00,8,5,60,0 -12345,2021-09-10 00:00:00+00:00,iPod,App Store Browse,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-02-19 00:00:00+00:00,iPad,App Store Browse,True,1,2022-01-02 12:34:56.789000+00:00,10,3,55,1 -12345,2021-07-13 00:00:00+00:00,iPod,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,1,0 -12345,2020-12-22 00:00:00+00:00,iPod,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,1,0 -12345,2021-07-31 00:00:00+00:00,iPod,Web Referrer,True,0,2022-01-02 12:34:56.789000+00:00,0,0,1,0 -12345,2021-01-09 00:00:00+00:00,iPad,Web Referrer,True,6,2022-01-02 12:34:56.789000+00:00,41,21,273,1 -12345,2021-02-25 00:00:00+00:00,iPhone,App Store Browse,True,3,2022-01-02 12:34:56.789000+00:00,65,27,374,5 diff --git a/integration_tests/seeds/usage_territory_source_type.csv b/integration_tests/seeds/usage_territory_source_type.csv deleted file mode 100644 index 8907ab7..0000000 --- a/integration_tests/seeds/usage_territory_source_type.csv +++ /dev/null @@ -1,11 +0,0 @@ -app_id,date,source_type,territory,meets_threshold,installations,_fivetran_synced,sessions,active_devices,active_devices_last_30_days,deletions -12345,2021-05-21 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,4,3,44,2 -12345,2020-12-28 00:00:00+00:00,Unavailable,Canada,True,1,2022-01-02 12:34:56.789000+00:00,0,0,2,0 -12345,2021-06-07 00:00:00+00:00,Web Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-09-22 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,10,5,42,2 -12345,2021-07-02 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,1,1,3,0 -12345,2021-03-16 00:00:00+00:00,App Store Browse,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,2,0 -12345,2021-09-30 00:00:00+00:00,Web Referrer,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2020-11-23 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,3,1,2,0 -12345,2021-02-13 00:00:00+00:00,Unavailable,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 -12345,2021-09-09 00:00:00+00:00,App Store Search,Canada,True,0,2022-01-02 12:34:56.789000+00:00,0,0,0,0 From c3a9b7806cd490f6b4eaa5db7967bbd0d11526b6 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 00:13:05 -0500 Subject: [PATCH 05/57] update version and configs --- dbt_project.yml | 21 +++++++-------------- integration_tests/dbt_project.yml | 26 +++++++++----------------- 2 files changed, 16 insertions(+), 31 deletions(-) diff --git a/dbt_project.yml b/dbt_project.yml index 34ea672..2587fd9 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -1,26 +1,19 @@ name: 'apple_store' -version: '0.4.0' +version: '0.5.0' config-version: 2 require-dbt-version: [">=1.3.0", "<2.0.0"] vars: apple_store: - app: "{{ ref('stg_apple_store__app') }}" - app_store_device: "{{ ref('stg_apple_store__app_store_device') }}" - usage_device: "{{ ref('stg_apple_store__usage_device') }}" - downloads_device: "{{ ref('stg_apple_store__downloads_device') }}" - app_store_territory: "{{ ref('stg_apple_store__app_store_territory') }}" - downloads_territory: "{{ ref('stg_apple_store__downloads_territory') }}" - usage_territory: "{{ ref('stg_apple_store__usage_territory') }}" - app_store_platform_version: "{{ ref('stg_apple_store__app_store_platform_version') }}" - crashes_platform_version: "{{ ref('stg_apple_store__crashes_platform_version') }}" - downloads_platform_version: "{{ ref('stg_apple_store__downloads_platform_version') }}" - usage_platform_version: "{{ ref('stg_apple_store__usage_platform_version') }}" - crashes_app_version: "{{ ref('stg_apple_store__crashes_app_version') }}" - usage_app_version: "{{ ref('stg_apple_store__usage_app_version') }}" + app_store_app: "{{ ref('stg_apple_store__app_store_app') }}" sales_account: "{{ ref('stg_apple_store__sales_account') }}" sales_subscription_events: "{{ ref('stg_apple_store__sales_subscription_events') }}" sales_subscription_summary: "{{ ref('stg_apple_store__sales_subscription_summary') }}" apple_store_country_codes: "{{ ref('apple_store_country_codes') }}" + app_store_discovery_and_engagement_detailed_daily: "{{ ref('stg_apple_store__app_store_discovery_and_engagement_detailed_daily')}}" + app_crash_daily: "{{ ref('stg_apple_store__app_crash_daily')}}" + app_store_download_detailed_daily: "{{ ref('stg_apple_store__app_store_download_detailed_daily')}}" + app_session_detailed_daily: "{{ ref('stg_apple_store__app_session_detailed_daily')}}" + app_store_installation_and_deletion_detailed_daily: "{{ ref('stg_apple_store__app_store_installation_and_deletion_detailed_daily')}}" apple_store__subscription_events: - 'Renew' - 'Cancel' diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index da1893a..1a3f242 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -1,7 +1,7 @@ config-version: 2 name: 'apple_store_integration_tests' -version: '0.4.0' +version: '0.5.0' profile: 'integration_tests' @@ -9,22 +9,14 @@ vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! apple_store_schema: apple_store_integration_tests_7 apple_store_source: - apple_store_app_identifier: "app" - apple_store_app_store_platform_version_source_type_report_identifier: "app_store_platform_version_source_type" - apple_store_app_store_source_type_device_report_identifier: "app_store_source_type_device" - apple_store_app_store_territory_source_type_report_identifier: "app_store_territory_source_type" - apple_store_crashes_app_version_device_report_identifier: "crashes_app_version" - apple_store_crashes_platform_version_device_report_identifier: "crashes_platform_version" - apple_store_downloads_platform_version_source_type_report_identifier: "downloads_platform_version_source_type" - apple_store_downloads_source_type_device_report_identifier: "downloads_source_type_device" - apple_store_downloads_territory_source_type_report_identifier: "downloads_territory_source_type" - apple_store_sales_account_identifier: "sales_account" - apple_store_sales_subscription_event_summary_identifier: "sales_subscription_events" + apple_store_app_identifier: "app_store_app" + apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" apple_store_sales_subscription_summary_identifier: "sales_subscription_summary" - apple_store_usage_app_version_source_type_report_identifier: "usage_app_version_source_type" - apple_store_usage_platform_version_source_type_report_identifier: "usage_platform_version_source_type" - apple_store_usage_source_type_device_report_identifier: "usage_source_type_device" - apple_store_usage_territory_source_type_report_identifier: "usage_territory_source_type" + apple_store_discovery_and_engagement_detailed_daily_identifier: "app_store_discovery_and_engagement_detailed_daily" + apple_store_crash_daily_identifier: "app_crash_daily" + apple_store_download_detailed_daily_identifier: "app_store_download_detailed_daily" + apple_store_session_detailed_daily_identifier: "app_session_detailed_daily" + apple_store_installation_and_deletion_detailed_daily_identifier: "app_store_installation_and_deletion_detailed_daily" apple_store__subscription_events: - 'Renew' @@ -42,7 +34,7 @@ seeds: +quote_columns: "{{ true if target.type == 'redshift' else false }}" +column_types: _fivetran_synced: timestamp - date: timestamp + date: date dispatch: - macro_namespace: dbt_utils From 55590784e6acf5085d3de2cf271449cc925605b6 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 00:13:50 -0500 Subject: [PATCH 06/57] model revamps --- models/apple_store__device_report.sql | 246 +++++++++++------- models/apple_store__overview_report.sql | 175 ++++++++----- .../apple_store__platform_version_report.sql | 228 +++++++++------- models/apple_store__source_type_report.sql | 34 +-- models/apple_store__subscription_report.sql | 181 ++++++------- 5 files changed, 508 insertions(+), 356 deletions(-) diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index b3e478c..dd19c7f 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -1,138 +1,190 @@ with app as ( - - select * - from {{ var('app') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), app_store_device as ( - - select * - from {{ var('app_store_device') }} + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + group by 1,2,3,4,5 ), downloads_device as ( - - select * - from {{ var('downloads_device') }} + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + group by 1,2,3,4,5 ), usage_device as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + group by 1,2,3,4,5 +), - select * - from {{ var('usage_device') }} +sessions_device as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices, + sum(active_devices_last_30_days) as active_devices_last_30_days + from {{ ref('int_apple_store__app_session_detailed_daily') }} + group by 1,2,3,4,5 ), crashes_device as ( - - select * - from {{ ref('int_apple_store__crashes_device') }} + select + app_id, + date_day, + device, + cast(null as {{ dbt.type_string() }}) as source_type, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3,4,5 ), {% if var('apple_store__using_subscriptions', False) %} -subscription_device as ( +subscription as ( select * - from {{ ref('int_apple_store__subscription_device') }} + from {{ var('sales_subscription_summary') }} ), {% endif %} -reporting_grain_combined as ( - - select - source_relation, - date_day, - app_id, - source_type, - device - from app_store_device +-- union s all unique dimension values +pre_reporting_grain as ( + select date_day, app_id, source_type, device, source_relation from app_store_device union all - select - source_relation, + select date_day, app_id, source_type, device, source_relation from downloads_device + union all + select date_day, app_id, source_type, device, source_relation from usage_device + union all + select date_day, app_id, source_type, device, source_relation from sessions_device + union all + select date_day, app_id, null as source_type, device, source_relation from crashes_device +), + +-- ensures distinct combinations of all dimensions +reporting_grain as ( + select distinct date_day, app_id, source_type, - device - from crashes_device + device, + source_relation + from pre_reporting_grain ), -reporting_grain as ( - +-- final aggregation using reporting grain +final as ( select - distinct * - from reporting_grain_combined -), + rg.source_relation, + rg.date_day, + rg.app_id, + a.app_name, + rg.source_type, + rg.device, + coalesce(asd.impressions, 0) as impressions, + coalesce(asd.impressions_unique_device, 0) as impressions_unique_device, + coalesce(asd.page_views, 0) as page_views, + coalesce(asd.page_views_unique_device, 0) as page_views_unique_device, + coalesce(cd.crashes, 0) as crashes, + coalesce(dd.first_time_downloads, 0) as first_time_downloads, + coalesce(dd.redownloads, 0) as redownloads, + coalesce(dd.total_downloads, 0) as total_downloads, + coalesce(sd.active_devices, 0) as active_devices, + coalesce(sd.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(ud.deletions, 0) as deletions, + coalesce(ud.installations, 0) as installations, + coalesce(sd.sessions, 0) as sessions -joined as ( - - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, - app.app_name, - reporting_grain.source_type, - reporting_grain.device, - coalesce(app_store_device.impressions, 0) as impressions, - coalesce(app_store_device.impressions_unique_device, 0) as impressions_unique_device, - coalesce(app_store_device.page_views, 0) as page_views, - coalesce(app_store_device.page_views_unique_device, 0) as page_views_unique_device, - coalesce(crashes_device.crashes, 0) as crashes, - coalesce(downloads_device.first_time_downloads, 0) as first_time_downloads, - coalesce(downloads_device.redownloads, 0) as redownloads, - coalesce(downloads_device.total_downloads, 0) as total_downloads, - coalesce(usage_device.active_devices, 0) as active_devices, - coalesce(usage_device.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(usage_device.deletions, 0) as deletions, - coalesce(usage_device.installations, 0) as installations, - coalesce(usage_device.sessions, 0) as sessions {% if var('apple_store__using_subscriptions', False) %} , - coalesce(subscription_device.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, - coalesce(subscription_device.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions, - coalesce(subscription_device.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, - coalesce(subscription_device.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions + coalesce(subscription.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, + coalesce(subscription.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions, + coalesce(subscription.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, + coalesce(subscription.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions {% for event_val in var('apple_store__subscription_events') %} {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} - , coalesce({{ 'subscription_device.' ~ event_column }}, 0) + , coalesce({{ 'subscription.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} {% endif %} - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join app_store_device - on reporting_grain.date_day = app_store_device.date_day - and reporting_grain.source_relation = app_store_device.source_relation - and reporting_grain.app_id = app_store_device.app_id - and reporting_grain.source_type = app_store_device.source_type - and reporting_grain.device = app_store_device.device - left join crashes_device - on reporting_grain.date_day = crashes_device.date_day - and reporting_grain.source_relation = crashes_device.source_relation - and reporting_grain.app_id = crashes_device.app_id - and reporting_grain.source_type = crashes_device.source_type - and reporting_grain.device = crashes_device.device - left join downloads_device - on reporting_grain.date_day = downloads_device.date_day - and reporting_grain.source_relation = downloads_device.source_relation - and reporting_grain.app_id = downloads_device.app_id - and reporting_grain.source_type = downloads_device.source_type - and reporting_grain.device = downloads_device.device + + from reporting_grain rg + left join app_store_device asd + on rg.app_id = asd.app_id + and rg.date_day = asd.date_day + and rg.source_type = asd.source_type + and rg.device = asd.device + and rg.source_relation = asd.source_relation + left join crashes_device cd + on rg.app_id = cd.app_id + and rg.date_day = cd.date_day + and rg.device = cd.device + and rg.source_relation = cd.source_relation + left join downloads_device dd + on rg.app_id = dd.app_id + and rg.date_day = dd.date_day + and rg.source_type = dd.source_type + and rg.device = dd.device + and rg.source_relation = dd.source_relation + left join usage_device ud + on rg.app_id = ud.app_id + and rg.date_day = ud.date_day + and rg.source_type = ud.source_type + and rg.device = ud.device + and rg.source_relation = ud.source_relation + left join sessions_device sd + on rg.app_id = sd.app_id + and rg.date_day = sd.date_day + and rg.source_type = sd.source_type + and rg.device = sd.device + and rg.source_relation = sd.source_relation + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation + {% if var('apple_store__using_subscriptions', False) %} - left join subscription_device - on reporting_grain.date_day = subscription_device.date_day - and reporting_grain.source_relation = subscription_device.source_relation - and reporting_grain.app_id = subscription_device.app_id - and reporting_grain.source_type = subscription_device.source_type - and reporting_grain.device = subscription_device.device + left join subscription + on reporting_grain.date_day = subscription.date_day + and reporting_grain.source_relation = subscription.source_relation + and a.app_name = subscription.app_name + and reporting_grain.source_type = subscription.source_type + and reporting_grain.device = subscription.device {% endif %} - left join usage_device - on reporting_grain.date_day = usage_device.date_day - and reporting_grain.source_relation = usage_device.source_relation - and reporting_grain.app_id = usage_device.app_id - and reporting_grain.source_type = usage_device.source_type - and reporting_grain.device = usage_device.device ) -select * -from joined \ No newline at end of file +select * +from final \ No newline at end of file diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index 0c55bb5..e1654a1 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -1,67 +1,105 @@ with app as ( - - select * - from {{ var('app') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -app_store as ( - - select * - from {{ ref('int_apple_store__app_store_overview') }} +impressions_and_page_views as ( + select + app_id, + date_day, + source_relation, + sum(impressions) as impressions, + sum(page_views) as page_views + from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + group by 1,2,3 ), crashes as ( - - select * - from {{ ref('int_apple_store__crashes_overview') }} + select + app_id, + date_day, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3 ), downloads as ( - - select * - from {{ ref('int_apple_store__downloads_overview') }} + select + app_id, + date_day, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + group by 1,2,3 ), -{% if var('apple_store__using_subscriptions', False) %} -subscriptions as ( - - select * - from {{ ref('int_apple_store__sales_subscription_overview') }} -), -{% endif %} - usage as ( + select + app_id, + date_day, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + group by 1,2,3 +), - select * - from {{ ref('int_apple_store__usage_overview') }} +sessions as ( + select + app_id, + date_day, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices + from {{ ref('int_apple_store__app_session_detailed_daily') }} + group by 1,2,3 ), -reporting_grain as ( +-- unions all unique dimension values +pre_reporting_grain as ( + select date_day, app_id, source_relation from impressions_and_page_views + union all + select date_day, app_id, source_relation from crashes + union all + select date_day, app_id, source_relation from downloads + union all + select date_day, app_id, source_relation from usage + union all + select date_day, app_id, source_relation from sessions +), +-- ensures distinct combinations of all dimensions +reporting_grain as ( select distinct - source_relation, date_day, - app_id - from app_store -), - -joined as ( + app_id, + source_relation + from pre_reporting_grain +), - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, +-- final aggregation using reporting grain +final as ( + select + rg.source_relation, + rg.date_day, + rg.app_id, app.app_name, - coalesce(app_store.impressions, 0) as impressions, - coalesce(app_store.page_views, 0) as page_views, - coalesce(crashes.crashes,0) as crashes, - coalesce(downloads.first_time_downloads, 0) as first_time_downloads, - coalesce(downloads.redownloads, 0) as redownloads, - coalesce(downloads.total_downloads, 0) as total_downloads, - coalesce(usage.active_devices, 0) as active_devices, - coalesce(usage.deletions, 0) as deletions, - coalesce(usage.installations, 0) as installations, - coalesce(usage.sessions, 0) as sessions + coalesce(ip.impressions, 0) as impressions, + coalesce(ip.page_views, 0) as page_views, + coalesce(c.crashes, 0) as crashes, + coalesce(d.first_time_downloads, 0) as first_time_downloads, + coalesce(d.redownloads, 0) as redownloads, + coalesce(d.total_downloads, 0) as total_downloads, + coalesce(s.active_devices, 0) as active_devices, + coalesce(u.deletions, 0) as deletions, + coalesce(u.installations, 0) as installations, + coalesce(s.sessions, 0) as sessions {% if var('apple_store__using_subscriptions', False) %} , coalesce(subscriptions.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, @@ -74,33 +112,38 @@ joined as ( as {{ event_column }} {% endfor %} {% endif %} - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join app_store - on reporting_grain.date_day = app_store.date_day - and reporting_grain.source_relation = app_store.source_relation - and reporting_grain.app_id = app_store.app_id - left join crashes - on reporting_grain.date_day = crashes.date_day - and reporting_grain.source_relation = crashes.source_relation - and reporting_grain.app_id = crashes.app_id - left join downloads - on reporting_grain.date_day = downloads.date_day - and reporting_grain.source_relation = downloads.source_relation - and reporting_grain.app_id = downloads.app_id + from reporting_grain rg + left join impressions_and_page_views ip + on rg.app_id = ip.app_id + and rg.date_day = ip.date_day + and rg.source_relation = ip.source_relation + left join crashes c + on rg.app_id = c.app_id + and rg.date_day = c.date_day + and rg.source_relation = c.source_relation + left join downloads d + on rg.app_id = d.app_id + and rg.date_day = d.date_day + and rg.source_relation = d.source_relation + left join usage u + on rg.app_id = u.app_id + and rg.date_day = u.date_day + and rg.source_relation = u.source_relation + left join sessions s + on rg.app_id = s.app_id + and rg.date_day = s.date_day + and rg.source_relation = s.source_relation + left join app + on rg.app_id = app.app_id + and rg.source_relation = app.source_relation + {% if var('apple_store__using_subscriptions', False) %} left join subscriptions on reporting_grain.date_day = subscriptions.date_day and reporting_grain.source_relation = subscriptions.source_relation and reporting_grain.app_id = subscriptions.app_id {% endif %} - left join usage - on reporting_grain.date_day = usage.date_day - and reporting_grain.source_relation = usage.source_relation - and reporting_grain.app_id = usage.app_id ) -select * -from joined \ No newline at end of file +select * +from final \ No newline at end of file diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index a9e2395..8bdc85b 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -1,111 +1,161 @@ with app as ( - - select * - from {{ var('app') }} -), - -app_store_platform_version as ( - - select * - from {{ var('app_store_platform_version') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -crashes_platform_version as ( - - select * - from {{ ref('int_apple_store__platform_version') }} +app_crashes as ( + select + app_id, + platform_version, + date_day, + cast(null as {{ dbt.type_string() }}) as source_type, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3,4,5 ), -downloads_platform_version as ( - - select * - from {{ var('downloads_platform_version') }} +impressions_and_page_views as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + group by 1,2,3,4,5 ), -usage_platform_version as ( - - select * - from {{ var('usage_platform_version') }} +downloads_daily as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + group by 1,2,3,4,5 ), -reporting_grain_combined as ( - +install_deletions as ( select - source_relation, - date_day, app_id, + platform_version, + date_day, source_type, - platform_version - from app_store_platform_version - union all - select source_relation, - date_day, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + group by 1,2,3,4,5 +), + +sessions_activity as ( + select app_id, + platform_version, + date_day, source_type, - platform_version - from crashes_platform_version + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices, + sum(active_devices_last_30_days) as active_devices_last_30_days + from {{ ref('int_apple_store__app_session_detailed_daily') }} + group by 1,2,3,4,5 ), -reporting_grain as ( - - select - distinct * - from reporting_grain_combined - +-- unions all unique dimension values +pre_reporting_grain as ( + select date_day, app_id, platform_version, source_type, source_relation from app_crashes + union all + select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views + union all + select date_day, app_id, platform_version, source_type, source_relation from downloads_daily + union all + select date_day, app_id, platform_version, source_type, source_relation from install_deletions + union all + select date_day, app_id, platform_version, source_type, source_relation from sessions_activity ), -joined as ( +-- ensures distinct combinations of all dimensions +reporting_grain as ( + select distinct + date_day, + app_id, + platform_version, + source_type, + source_relation + from pre_reporting_grain +), - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, - app.app_name, - reporting_grain.source_type, - reporting_grain.platform_version, - coalesce(app_store_platform_version.impressions, 0) as impressions, - coalesce(app_store_platform_version.impressions_unique_device, 0) as impressions_unique_device, - coalesce(app_store_platform_version.page_views, 0) as page_views, - coalesce(app_store_platform_version.page_views_unique_device, 0) as page_views_unique_device, - coalesce(crashes_platform_version.crashes, 0) as crashes, - coalesce(downloads_platform_version.first_time_downloads, 0) as first_time_downloads, - coalesce(downloads_platform_version.redownloads, 0) as redownloads, - coalesce(downloads_platform_version.total_downloads, 0) as total_downloads, - coalesce(usage_platform_version.active_devices, 0) as active_devices, - coalesce(usage_platform_version.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(usage_platform_version.deletions, 0) as deletions, - coalesce(usage_platform_version.installations, 0) as installations, - coalesce(usage_platform_version.sessions, 0) as sessions - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join app_store_platform_version - on reporting_grain.date_day = app_store_platform_version.date_day - and reporting_grain.source_relation = app_store_platform_version.source_relation - and reporting_grain.app_id = app_store_platform_version.app_id - and reporting_grain.source_type = app_store_platform_version.source_type - and reporting_grain.platform_version = app_store_platform_version.platform_version - left join crashes_platform_version - on reporting_grain.date_day = crashes_platform_version.date_day - and reporting_grain.source_relation = crashes_platform_version.source_relation - and reporting_grain.app_id = crashes_platform_version.app_id - and reporting_grain.source_type = crashes_platform_version.source_type - and reporting_grain.platform_version = crashes_platform_version.platform_version - left join downloads_platform_version - on reporting_grain.date_day = downloads_platform_version.date_day - and reporting_grain.source_relation = downloads_platform_version.source_relation - and reporting_grain.app_id = downloads_platform_version.app_id - and reporting_grain.source_type = downloads_platform_version.source_type - and reporting_grain.platform_version = downloads_platform_version.platform_version - left join usage_platform_version - on reporting_grain.date_day = usage_platform_version.date_day - and reporting_grain.source_relation = usage_platform_version.source_relation - and reporting_grain.app_id = usage_platform_version.app_id - and reporting_grain.source_type = usage_platform_version.source_type - and reporting_grain.platform_version = usage_platform_version.platform_version +-- final aggregation using reporting grain +final_report as ( + select + rg.source_relation, + rg.date_day, + rg.app_id, + a.app_name, + rg.source_type, + rg.platform_version, + coalesce(cd.crashes, 0) as crashes, + coalesce(ip.impressions, 0) as impressions, + coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, + coalesce(ip.page_views, 0) as page_views, + coalesce(ip.page_views_unique_device, 0) as page_views_unique_device, + coalesce(dd.first_time_downloads, 0) as first_time_downloads, + coalesce(dd.redownloads, 0) as redownloads, + coalesce(dd.total_downloads, 0) as total_downloads, + coalesce(s.active_devices, 0) as active_devices, + coalesce(s.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(i.deletions, 0) as deletions, + coalesce(i.installations, 0) as installations, + coalesce(s.sessions, 0) as sessions + from reporting_grain rg + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation + left join app_crashes cd + on rg.app_id = cd.app_id + and rg.platform_version = cd.platform_version + and rg.date_day = cd.date_day + and rg.source_type = cd.source_type + and rg.source_relation = cd.source_relation + left join impressions_and_page_views ip + on rg.app_id = ip.app_id + and rg.platform_version = ip.platform_version + and rg.date_day = ip.date_day + and rg.source_type = ip.source_type + and rg.source_relation = ip.source_relation + left join downloads_daily dd + on rg.app_id = dd.app_id + and rg.platform_version = dd.platform_version + and rg.date_day = dd.date_day + and rg.source_type = dd.source_type + and rg.source_relation = dd.source_relation + left join install_deletions i + on rg.app_id = i.app_id + and rg.platform_version = i.platform_version + and rg.date_day = i.date_day + and rg.source_type = i.source_type + and rg.source_relation = i.source_relation + left join sessions_activity s + on rg.app_id = s.app_id + and rg.platform_version = s.platform_version + and rg.date_day = s.date_day + and rg.source_type = s.source_type + and rg.source_relation = s.source_relation ) -select * -from joined \ No newline at end of file +select * +from final_report +order by date_day, app_id, platform_version diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index fa479ee..780c7b5 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -72,26 +72,26 @@ final as ( rg.app_id, a.app_name, rg.source_type, - coalesce(i.impressions, 0) as impressions, - coalesce(i.page_views, 0) as page_views, - coalesce(d.first_time_downloads, 0) as first_time_downloads, - coalesce(d.redownloads, 0) as redownloads, - coalesce(d.total_downloads, 0) as total_downloads, - coalesce(d.deletions, 0) as deletions, - coalesce(d.installations, 0) as installations, + coalesce(ip.impressions, 0) as impressions, + coalesce(ip.page_views, 0) as page_views, + coalesce(id.first_time_downloads, 0) as first_time_downloads, + coalesce(id.redownloads, 0) as redownloads, + coalesce(id.total_downloads, 0) as total_downloads, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, coalesce(s.active_devices, 0) as active_devices, coalesce(s.sessions, 0) as sessions from reporting_grain rg - left join impressions_and_page_views i - on rg.date_day = i.date_day - and rg.app_id = i.app_id - and rg.source_type = i.source_type - and rg.source_relation = i.source_relation - left join install_deletions d - on rg.date_day = d.date_day - and rg.app_id = d.app_id - and rg.source_type = d.source_type - and rg.source_relation = d.source_relation + left join impressions_and_page_views ip + on rg.date_day = ip.date_day + and rg.app_id = ip.app_id + and rg.source_type = ip.source_type + and rg.source_relation = ip.source_relation + left join install_deletions id + on rg.date_day = id.date_day + and rg.app_id = id.app_id + and rg.source_type = id.source_type + and rg.source_relation = id.source_relation left join sessions_activity s on rg.date_day = s.date_day and rg.app_id = s.app_id diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 4a27d56..284e6a7 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -1,105 +1,112 @@ {{ config(enabled=var('apple_store__using_subscriptions', False)) }} -with subscription_summary as ( - - select * - from {{ ref('int_apple_store__sales_subscription_summary') }} -), - -subscription_events as ( - - select * - from {{ ref('int_apple_store__sales_subscription_events') }} -), - -country_codes as ( - - select * - from {{ var('apple_store_country_codes') }} +with app as ( + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -reporting_grain_combined as ( - +subscription_summary as ( select - source_relation, - cast(date_day as date) as date_day, - account_id, - account_name, - app_name, - app_id, + app_apple_id as app_id, + date_day, subscription_name, country, - state - from subscription_summary - union all - select + state, source_relation, - cast(date_day as date) as date_day, - account_id, - account_name, - app_name, - app_id, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions + from {{ var('stg_apple_store__sales_subscription_summary') }} + group by 1,2,3,4,5,6 +), + +subscription_events as ( + select + app_apple_id as app_id, + date_day, subscription_name, country, - state - from subscription_events + state, + source_relation, + event, + sum(quantity) as event_count + from {{ var('stg_apple_store__sales_subscription_events') }} + group by 1,2,3,4,5,6,7 ), -reporting_grain as ( - - select - distinct * - from reporting_grain_combined +-- pre-reporting grain: unions all unique dimension values +pre_reporting_grain as ( + select date_day, app_id, subscription_name, country, state, source_relation from subscription_summary + union all + select date_day, app_id, subscription_name, country, state, source_relation from subscription_events ), -joined as ( +-- reporting grain: ensures distinct combinations of all dimensions +reporting_grain as ( + select distinct + date_day, + app_id, + subscription_name, + country, + state, + source_relation + from pre_reporting_grain +), - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.account_id, - reporting_grain.account_name, - reporting_grain.app_id, - reporting_grain.app_name, - reporting_grain.subscription_name, - case - when country_codes.alternative_country_name is null then country_codes.country_name - else country_codes.alternative_country_name - end as territory_long, - reporting_grain.country as territory_short, - reporting_grain.state, - country_codes.region, - country_codes.sub_region, - coalesce(subscription_summary.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, - coalesce(subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, - coalesce(subscription_summary.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, - coalesce(subscription_summary.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions - {% for event_val in var('apple_store__subscription_events') %} - {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} - , coalesce({{ 'subscription_events.' ~ event_column }}, 0) - as {{ event_column }} - {% endfor %} - from reporting_grain - left join subscription_summary - on reporting_grain.date_day = subscription_summary.date_day - and reporting_grain.source_relation = subscription_summary.source_relation - and reporting_grain.account_id = subscription_summary.account_id - and reporting_grain.app_name = subscription_summary.app_name - and reporting_grain.subscription_name = subscription_summary.subscription_name - and reporting_grain.country = subscription_summary.country - and (reporting_grain.state = subscription_summary.state or (reporting_grain.state is null and subscription_summary.state is null)) - left join subscription_events - on reporting_grain.date_day = subscription_events.date_day - and reporting_grain.source_relation = subscription_events.source_relation - and reporting_grain.account_id = subscription_events.account_id - and reporting_grain.app_name = subscription_events.app_name - and reporting_grain.subscription_name = subscription_events.subscription_name - and reporting_grain.country = subscription_events.country - and (reporting_grain.state = subscription_events.state or (reporting_grain.state is null and subscription_events.state is null)) - left join country_codes - on reporting_grain.country = country_codes.country_code_alpha_2 +-- pivot subscription events dynamically +-- subscription_events_pivoted as ( +-- ), + +-- final aggregation using reporting grain +final as ( + select + rg.date_day, + rg.app_id, + a.app_name, + rg.subscription_name, + rg.country as territory_short, + rg.state, + rg.source_relation, + -- Placeholder for country code mapping + 'placeholder for territory_long' as territory_long, + 'placeholder for region' as region, + 'placeholder for sub_region' as sub_region, + coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, + coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, + coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, + coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions, + se.* + from reporting_grain rg + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation + left join subscription_summary ss + on rg.app_id = ss.app_id + and rg.date_day = ss.date_day + and rg.subscription_name = ss.subscription_name + and rg.country = ss.country + and rg.state = ss.state + and rg.source_relation = ss.source_relation + left join subscription_events se + on rg.app_id = se.app_id + and rg.date_day = se.date_day + and rg.subscription_name = se.subscription_name + and rg.country = se.country + and rg.state = se.state + and rg.source_relation = se.source_relation + -- left join subscription_events_pivoted se + -- on rg.app_id = se.app_id + -- and rg.date_day = se.date_day + -- and rg.subscription_name = se.subscription_name + -- and rg.country = se.country + -- and rg.state = se.state + -- and rg.source_relation = se.source_relation ) -select * -from joined +select * +from final \ No newline at end of file From 1ddd8c052463bda59875540c676e225df18b8647 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 10:29:01 -0500 Subject: [PATCH 07/57] subscription report --- models/apple_store__subscription_report.sql | 109 ++++++++++++-------- 1 file changed, 64 insertions(+), 45 deletions(-) diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 284e6a7..1e077dc 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -1,16 +1,11 @@ {{ config(enabled=var('apple_store__using_subscriptions', False)) }} -with app as ( - select - app_id, - app_name, - source_relation - from {{ var('app_store_app') }} -), +with subscription_summary as ( -subscription_summary as ( select - app_apple_id as app_id, + vendor_number, + app_apple_id, + app_name, date_day, subscription_name, country, @@ -20,36 +15,64 @@ subscription_summary as ( sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('stg_apple_store__sales_subscription_summary') }} - group by 1,2,3,4,5,6 + from {{ var('sales_subscription_summary') }} + {{ dbt_utils.group_by(8) }} +), + + +subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) ), subscription_events as ( + select - app_apple_id as app_id, + vendor_number, + app_apple_id, + app_name, date_day, subscription_name, country, state, - source_relation, - event, - sum(quantity) as event_count - from {{ var('stg_apple_store__sales_subscription_events') }} - group by 1,2,3,4,5,6,7 + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(8) }} +), + +country_codes as ( + + select * + from {{ var('apple_store_country_codes') }} ), -- pre-reporting grain: unions all unique dimension values pre_reporting_grain as ( - select date_day, app_id, subscription_name, country, state, source_relation from subscription_summary + select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary union all - select date_day, app_id, subscription_name, country, state, source_relation from subscription_events + select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events ), -- reporting grain: ensures distinct combinations of all dimensions reporting_grain as ( select distinct date_day, - app_id, + vendor_number, + app_apple_id, + app_name, subscription_name, country, state, @@ -57,55 +80,51 @@ reporting_grain as ( from pre_reporting_grain ), --- pivot subscription events dynamically --- subscription_events_pivoted as ( - --- ), - -- final aggregation using reporting grain final as ( select rg.date_day, - rg.app_id, - a.app_name, + rg.vendor_number, + rg.app_apple_id, + rg.app_name, rg.subscription_name, + case + when country_codes.alternative_country_name is null then country_codes.country_name + else country_codes.alternative_country_name + end as territory_long, rg.country as territory_short, rg.state, + country_codes.region, + country_codes.sub_region, rg.source_relation, - -- Placeholder for country code mapping - 'placeholder for territory_long' as territory_long, - 'placeholder for region' as region, - 'placeholder for sub_region' as sub_region, coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, - coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions, - se.* + coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions + {% for event_val in var('apple_store__subscription_events') %} + {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} + , coalesce({{ 'se.' ~ event_column }}, 0) + as {{ event_column }} + {% endfor %} from reporting_grain rg - left join app a - on rg.app_id = a.app_id - and rg.source_relation = a.source_relation left join subscription_summary ss - on rg.app_id = ss.app_id + on rg.vendor_number = ss.vendor_number + and rg.app_apple_id = ss.app_apple_id and rg.date_day = ss.date_day and rg.subscription_name = ss.subscription_name and rg.country = ss.country and rg.state = ss.state and rg.source_relation = ss.source_relation left join subscription_events se - on rg.app_id = se.app_id + on rg.vendor_number = ss.vendor_number + and rg.app_apple_id = se.app_apple_id and rg.date_day = se.date_day and rg.subscription_name = se.subscription_name and rg.country = se.country and rg.state = se.state and rg.source_relation = se.source_relation - -- left join subscription_events_pivoted se - -- on rg.app_id = se.app_id - -- and rg.date_day = se.date_day - -- and rg.subscription_name = se.subscription_name - -- and rg.country = se.country - -- and rg.state = se.state - -- and rg.source_relation = se.source_relation + left join country_codes + on rg.country = country_codes.country_code_alpha_2 ) select * From 9b0b948e42fb575ac75522ae4cd9c13b45970f90 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:23:35 -0500 Subject: [PATCH 08/57] rm int models --- .../int_apple_store__crashes_app_version.sql | 21 ----- .../int_apple_store__crashes_device.sql | 21 ----- .../int_apple_store__subscription_device.sql | 75 ------------------ .../int_apple_store__app_store_overview.sql | 20 ----- .../int_apple_store__crashes_overview.sql | 19 ----- .../int_apple_store__downloads_overview.sql | 21 ----- ...ple_store__sales_subscription_overview.sql | 48 ------------ .../int_apple_store__usage_overview.sql | 22 ------ .../int_apple_store__platform_version.sql | 21 ----- ...int_apple_store__app_store_source_type.sql | 21 ----- ...int_apple_store__downloads_source_type.sql | 22 ------ .../int_apple_store__usage_source_type.sql | 23 ------ ...apple_store__sales_subscription_events.sql | 78 ------------------- ...pple_store__sales_subscription_summary.sql | 48 ------------ 14 files changed, 460 deletions(-) delete mode 100644 models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql delete mode 100644 models/intermediate/device_report/int_apple_store__crashes_device.sql delete mode 100644 models/intermediate/device_report/int_apple_store__subscription_device.sql delete mode 100644 models/intermediate/overview_report/int_apple_store__app_store_overview.sql delete mode 100644 models/intermediate/overview_report/int_apple_store__crashes_overview.sql delete mode 100644 models/intermediate/overview_report/int_apple_store__downloads_overview.sql delete mode 100644 models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql delete mode 100644 models/intermediate/overview_report/int_apple_store__usage_overview.sql delete mode 100644 models/intermediate/platform_version_report/int_apple_store__platform_version.sql delete mode 100644 models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql delete mode 100644 models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql delete mode 100644 models/intermediate/source_type_report/int_apple_store__usage_source_type.sql delete mode 100644 models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql delete mode 100644 models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql diff --git a/models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql b/models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql deleted file mode 100644 index 3b68e89..0000000 --- a/models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql +++ /dev/null @@ -1,21 +0,0 @@ -with base as ( - - select * - from {{ var('crashes_app_version') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - app_version, - cast(null as {{ dbt.type_string() }}) as source_type, - sum(crashes) as crashes - from base - {{ dbt_utils.group_by(5) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__crashes_device.sql b/models/intermediate/device_report/int_apple_store__crashes_device.sql deleted file mode 100644 index 10e1d39..0000000 --- a/models/intermediate/device_report/int_apple_store__crashes_device.sql +++ /dev/null @@ -1,21 +0,0 @@ -with base as ( - - select * - from {{ var('crashes_app_version') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - device, - cast(null as {{ dbt.type_string() }}) as source_type, - sum(crashes) as crashes - from base - {{ dbt_utils.group_by(5) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__subscription_device.sql b/models/intermediate/device_report/int_apple_store__subscription_device.sql deleted file mode 100644 index b2880b0..0000000 --- a/models/intermediate/device_report/int_apple_store__subscription_device.sql +++ /dev/null @@ -1,75 +0,0 @@ -{{ config(enabled=var('apple_store__using_subscriptions', False)) }} - -with app as ( - - select * - from {{ var('app') }} -), - -subscription_summary as ( - - select - source_relation, - date_day, - app_name, - device, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(4) }} -), - -filtered_subscription_events as ( - - select * - from {{ var('sales_subscription_events') }} - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) -), - -pivoted_subscription_events as ( - - select - source_relation, - date_day, - app_name, - device - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from filtered_subscription_events - {{ dbt_utils.group_by(4) }} -), - -joined as ( - - select - app.app_id, - pivoted_subscription_events.*, - subscription_summary.active_free_trial_introductory_offer_subscriptions, - subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions, - subscription_summary.active_pay_up_front_introductory_offer_subscriptions, - subscription_summary.active_standard_price_subscriptions, - cast(null as {{ dbt.type_string() }}) as source_type - from subscription_summary - left join pivoted_subscription_events - on subscription_summary.date_day = pivoted_subscription_events.date_day - and subscription_summary.source_relation = pivoted_subscription_events.source_relation - and subscription_summary.app_name = pivoted_subscription_events.app_name - and subscription_summary.device = pivoted_subscription_events.device - left join app - on subscription_summary.app_name = app.app_name - and subscription_summary.source_relation = app.source_relation -) - -select * -from joined \ No newline at end of file diff --git a/models/intermediate/overview_report/int_apple_store__app_store_overview.sql b/models/intermediate/overview_report/int_apple_store__app_store_overview.sql deleted file mode 100644 index 4ecb5e5..0000000 --- a/models/intermediate/overview_report/int_apple_store__app_store_overview.sql +++ /dev/null @@ -1,20 +0,0 @@ -with base as ( - - select * - from {{ var('app_store_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - sum(impressions) as impressions, - sum(page_views) as page_views - from base - {{ dbt_utils.group_by(3) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/overview_report/int_apple_store__crashes_overview.sql b/models/intermediate/overview_report/int_apple_store__crashes_overview.sql deleted file mode 100644 index 919c6c1..0000000 --- a/models/intermediate/overview_report/int_apple_store__crashes_overview.sql +++ /dev/null @@ -1,19 +0,0 @@ -with base as ( - - select * - from {{ var('crashes_app_version') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - sum(crashes) as crashes - from base - {{ dbt_utils.group_by(3) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/overview_report/int_apple_store__downloads_overview.sql b/models/intermediate/overview_report/int_apple_store__downloads_overview.sql deleted file mode 100644 index 9786d9f..0000000 --- a/models/intermediate/overview_report/int_apple_store__downloads_overview.sql +++ /dev/null @@ -1,21 +0,0 @@ -with base as ( - - select * - from {{ var('downloads_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from base - {{ dbt_utils.group_by(3) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql b/models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql deleted file mode 100644 index d452fdc..0000000 --- a/models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql +++ /dev/null @@ -1,48 +0,0 @@ -{{ config(enabled=var('apple_store__using_subscriptions', False)) }} - -with subscription_summary as ( - - select - source_relation, - date_day, - app_id, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ ref('int_apple_store__sales_subscription_summary') }} - {{ dbt_utils.group_by(3) }} -), - -subscription_events as ( - - select - source_relation, - date_day, - app_id - {% for event_val in var('apple_store__subscription_events') %} - {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} - , coalesce(sum({{event_column }}), 0) - as {{ event_column }} - {% endfor %} - from {{ ref('int_apple_store__sales_subscription_events') }} - {{ dbt_utils.group_by(3) }} -), - -joined as ( - - select - subscription_events.*, - active_free_trial_introductory_offer_subscriptions, - active_pay_as_you_go_introductory_offer_subscriptions, - active_pay_up_front_introductory_offer_subscriptions, - active_standard_price_subscriptions - from subscription_summary - left join subscription_events - on subscription_summary.date_day = subscription_events.date_day - and subscription_summary.source_relation = subscription_events.source_relation - and subscription_summary.app_id = subscription_events.app_id -) - -select * -from joined \ No newline at end of file diff --git a/models/intermediate/overview_report/int_apple_store__usage_overview.sql b/models/intermediate/overview_report/int_apple_store__usage_overview.sql deleted file mode 100644 index 3f0567e..0000000 --- a/models/intermediate/overview_report/int_apple_store__usage_overview.sql +++ /dev/null @@ -1,22 +0,0 @@ -with base as ( - - select * - from {{ var('usage_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - sum(active_devices) as active_devices, - sum(deletions) as deletions, - sum(installations) as installations, - sum(sessions) as sessions - from base - {{ dbt_utils.group_by(3) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/platform_version_report/int_apple_store__platform_version.sql b/models/intermediate/platform_version_report/int_apple_store__platform_version.sql deleted file mode 100644 index 3cfcff7..0000000 --- a/models/intermediate/platform_version_report/int_apple_store__platform_version.sql +++ /dev/null @@ -1,21 +0,0 @@ -with base as ( - - select * - from {{ var('crashes_platform_version') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - platform_version, - cast(null as {{ dbt.type_string() }}) as source_type, - sum(crashes) as crashes - from base - {{ dbt_utils.group_by(5) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql b/models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql deleted file mode 100644 index 106b3b3..0000000 --- a/models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql +++ /dev/null @@ -1,21 +0,0 @@ -with base as ( - - select * - from {{ var('app_store_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - source_type, - sum(impressions) as impressions, - sum(page_views) as page_views - from base - {{ dbt_utils.group_by(4) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql b/models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql deleted file mode 100644 index faf249e..0000000 --- a/models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql +++ /dev/null @@ -1,22 +0,0 @@ -with base as ( - - select * - from {{ var('downloads_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - source_type, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from base - {{ dbt_utils.group_by(4) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/source_type_report/int_apple_store__usage_source_type.sql b/models/intermediate/source_type_report/int_apple_store__usage_source_type.sql deleted file mode 100644 index 17cb936..0000000 --- a/models/intermediate/source_type_report/int_apple_store__usage_source_type.sql +++ /dev/null @@ -1,23 +0,0 @@ -with base as ( - - select * - from {{ var('usage_device') }} -), - -aggregated as ( - - select - source_relation, - date_day, - app_id, - source_type, - sum(active_devices) as active_devices, - sum(deletions) as deletions, - sum(installations) as installations, - sum(sessions) as sessions - from base - {{ dbt_utils.group_by(4) }} -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql b/models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql deleted file mode 100644 index 92ab562..0000000 --- a/models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql +++ /dev/null @@ -1,78 +0,0 @@ -{{ config(enabled=var('apple_store__using_subscriptions', False)) }} - -with base as ( - - select * - from {{ var('sales_subscription_events') }} -), - -app as ( - - select * - from {{ var('app') }} -), - -sales_account as ( - - select * - from {{ var('sales_account') }} -), - -filtered as ( - - select * - from base - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) -), - -pivoted as ( - - select - date_day - , source_relation - , account_id - , app_name - , subscription_name - , country - , state - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from filtered - {{ dbt_utils.group_by(7) }} -), - -joined as ( - - select - pivoted.source_relation, - pivoted.date_day, - pivoted.account_id, - sales_account.account_name, - app.app_id, - pivoted.app_name, - pivoted.subscription_name, - pivoted.country, - pivoted.state - {% for event_val in var('apple_store__subscription_events') %} - , pivoted.{{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from pivoted - left join app - on pivoted.app_name = app.app_name - and pivoted.source_relation = app.source_relation - left join sales_account - on pivoted.account_id = sales_account.account_id - and pivoted.source_relation = sales_account.source_relation -) - -select * -from joined \ No newline at end of file diff --git a/models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql b/models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql deleted file mode 100644 index d26211a..0000000 --- a/models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql +++ /dev/null @@ -1,48 +0,0 @@ -{{ config(enabled=var('apple_store__using_subscriptions', False)) }} - -with base as ( - - select * - from {{ var('sales_subscription_summary') }} -), - -app as ( - - select * - from {{ var('app') }} -), - -sales_account as ( - - select * - from {{ var('sales_account') }} -), - -joined as ( - - select - base.source_relation, - base.date_day, - base.account_id, - sales_account.account_name, - app.app_id, - base.app_name, - base.subscription_name, - base.country, - base.state, - sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions - from base - left join app - on base.app_name = app.app_name - and base.source_relation = app.source_relation - left join sales_account - on base.account_id = sales_account.account_id - and base.source_relation = sales_account.source_relation - {{ dbt_utils.group_by(9) }} -) - -select * -from joined \ No newline at end of file From 6746c2b9467f003cb77d19f574137d3547682efa Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:23:51 -0500 Subject: [PATCH 09/57] end model revisions --- models/apple_store__app_version_report.sql | 63 +++--- models/apple_store__device_report.sql | 178 +++++++++++------ models/apple_store__overview_report.sql | 141 ++++++++----- .../apple_store__platform_version_report.sql | 73 ++++--- models/apple_store__source_type_report.sql | 20 +- models/apple_store__subscription_report.sql | 6 +- models/apple_store__territory_report.sql | 189 +++++++++++------- 7 files changed, 408 insertions(+), 262 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index 5af46d0..f031ed9 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -27,11 +27,11 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} group by 1,2,3,4,5 ), -app_sessions as ( +sessions_activity as ( select date_day, app_id, @@ -41,20 +41,20 @@ app_sessions as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_detailed_daily') }} + from {{ ref('int_apple_store__app_session_daily') }} group by 1,2,3,4,5 ), --- pre-reporting grain: unions all unique dimension values +-- Unifying all dimension values before aggregation pre_reporting_grain as ( select date_day, app_id, app_version, source_type, source_relation from app_crashes union all select date_day, app_id, app_version, source_type, source_relation from install_deletions union all - select date_day, app_id, app_version, source_type, source_relation from app_sessions + select date_day, app_id, app_version, source_type, source_relation from sessions_activity ), --- reporting grain: ensures distinct combinations of all dimensions +-- Ensuring distinct combinations of all dimensions reporting_grain as ( select distinct date_day, @@ -65,7 +65,7 @@ reporting_grain as ( from pre_reporting_grain ), --- final aggregation using reporting grain +-- Final aggregation using reporting grain final as ( select rg.source_relation, @@ -74,35 +74,34 @@ final as ( a.app_name, rg.source_type, rg.app_version, - coalesce(c.crashes, 0) as crashes, - coalesce(s.active_devices, 0) as active_devices, - coalesce(s.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(u.deletions, 0) as deletions, - coalesce(u.installations, 0) as installations, - coalesce(s.sessions, 0) as sessions + coalesce(ac.crashes, 0) as crashes, + coalesce(sa.active_devices, 0) as active_devices, + coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, + coalesce(sa.sessions, 0) as sessions from reporting_grain rg - left join app_crashes c - on rg.date_day = c.date_day - and rg.app_id = c.app_id - and rg.app_version = c.app_version - and rg.source_relation = c.source_relation - left join install_deletions u - on rg.date_day = u.date_day - and rg.app_id = u.app_id - and rg.app_version = u.app_version - and rg.source_type = u.source_type - and rg.source_relation = u.source_relation - left join app_sessions s - on rg.date_day = s.date_day - and rg.app_id = s.app_id - and rg.app_version = s.app_version - and rg.source_type = s.source_type - and rg.source_relation = s.source_relation + left join app_crashes ac + on rg.date_day = ac.date_day + and rg.app_id = ac.app_id + and rg.app_version = ac.app_version + and rg.source_relation = ac.source_relation + left join install_deletions id + on rg.date_day = id.date_day + and rg.app_id = id.app_id + and rg.app_version = id.app_version + and rg.source_type = id.source_type + and rg.source_relation = id.source_relation + left join sessions_activity sa + on rg.date_day = sa.date_day + and rg.app_id = sa.app_id + and rg.app_version = sa.app_version + and rg.source_type = sa.source_type + and rg.source_relation = sa.source_relation left join app a on rg.app_id = a.app_id and rg.source_relation = a.source_relation ) select * -from final -order by date_day, app_id, app_version +from final \ No newline at end of file diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index dd19c7f..1f4b5a4 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -6,7 +6,7 @@ with app as ( from {{ var('app_store_app') }} ), -app_store_device as ( +impressions_and_page_views as ( select app_id, date_day, @@ -17,11 +17,11 @@ app_store_device as ( sum(impressions_unique_device) as impressions_unique_device, sum(page_views) as page_views, sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} group by 1,2,3,4,5 ), -downloads_device as ( +downloads_daily as ( select app_id, date_day, @@ -31,11 +31,11 @@ downloads_device as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + from {{ ref('int_apple_store__app_store_download_daily') }} group by 1,2,3,4,5 ), -usage_device as ( +install_deletions as ( select app_id, date_day, @@ -44,11 +44,11 @@ usage_device as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} group by 1,2,3,4,5 ), -sessions_device as ( +sessions_activity as ( select app_id, date_day, @@ -58,11 +58,11 @@ sessions_device as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_detailed_daily') }} + from {{ ref('int_apple_store__app_session_daily') }} group by 1,2,3,4,5 ), -crashes_device as ( +app_crashes as ( select app_id, date_day, @@ -74,28 +74,70 @@ crashes_device as ( group by 1,2,3,4,5 ), + {% if var('apple_store__using_subscriptions', False) %} -subscription as ( +subscription_summary as ( - select * + select + app_name, + date_day, + device, + cast(null as {{ dbt.type_string() }}) as source_type, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions from {{ var('sales_subscription_summary') }} + {{ dbt_utils.group_by(3) }} +), + +subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) ), + +subscription_events as ( + + select + app_name, + date_day, + device, + cast(null as {{ dbt.type_string() }}) as source_type, + source_relation, + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(3) }} +), + {% endif %} --- union s all unique dimension values -pre_reporting_grain as ( +-- Unifying all dimension values before aggregation +pre_rg as ( select date_day, app_id, source_type, device, source_relation from app_store_device union all - select date_day, app_id, source_type, device, source_relation from downloads_device + select date_day, app_id, source_type, device, source_relation from downloads_daily union all - select date_day, app_id, source_type, device, source_relation from usage_device + select date_day, app_id, source_type, device, source_relation from install_deletions union all - select date_day, app_id, source_type, device, source_relation from sessions_device + select date_day, app_id, source_type, device, source_relation from sessions_activity union all - select date_day, app_id, null as source_type, device, source_relation from crashes_device + select date_day, app_id, null as source_type, device, source_relation from app_crashes ), --- ensures distinct combinations of all dimensions +-- Ensuring distinct combinations of all dimensions reporting_grain as ( select distinct date_day, @@ -103,10 +145,10 @@ reporting_grain as ( source_type, device, source_relation - from pre_reporting_grain + from pre_rg ), --- final aggregation using reporting grain +-- Final aggregation using reporting grain final as ( select rg.source_relation, @@ -115,74 +157,80 @@ final as ( a.app_name, rg.source_type, rg.device, - coalesce(asd.impressions, 0) as impressions, - coalesce(asd.impressions_unique_device, 0) as impressions_unique_device, - coalesce(asd.page_views, 0) as page_views, - coalesce(asd.page_views_unique_device, 0) as page_views_unique_device, - coalesce(cd.crashes, 0) as crashes, + coalesce(ip.impressions, 0) as impressions, + coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, + coalesce(ip.page_views, 0) as page_views, + coalesce(ip.page_views_unique_device, 0) as page_views_unique_device, + coalesce(ac.crashes, 0) as crashes, coalesce(dd.first_time_downloads, 0) as first_time_downloads, coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, - coalesce(sd.active_devices, 0) as active_devices, - coalesce(sd.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(ud.deletions, 0) as deletions, - coalesce(ud.installations, 0) as installations, - coalesce(sd.sessions, 0) as sessions + coalesce(sa.active_devices, 0) as active_devices, + coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, + coalesce(sa.sessions, 0) as sessions {% if var('apple_store__using_subscriptions', False) %} , - coalesce(subscription.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, - coalesce(subscription.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions, - coalesce(subscription.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, - coalesce(subscription.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions + coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, + coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions, + coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, + coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions {% for event_val in var('apple_store__subscription_events') %} {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} - , coalesce({{ 'subscription.' ~ event_column }}, 0) + , coalesce({{ 'se.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} {% endif %} from reporting_grain rg - left join app_store_device asd - on rg.app_id = asd.app_id - and rg.date_day = asd.date_day - and rg.source_type = asd.source_type - and rg.device = asd.device - and rg.source_relation = asd.source_relation - left join crashes_device cd - on rg.app_id = cd.app_id - and rg.date_day = cd.date_day - and rg.device = cd.device - and rg.source_relation = cd.source_relation - left join downloads_device dd + left join impressions_and_page_views ip + on rg.app_id = ip.app_id + and rg.date_day = ip.date_day + and rg.source_type = ip.source_type + and rg.device = ip.device + and rg.source_relation = ip.source_relation + left join app_crashes ac + on rg.app_id = ac.app_id + and rg.date_day = ac.date_day + and rg.device = ac.device + and rg.source_relation = ac.source_relation + left join downloads_daily dd on rg.app_id = dd.app_id and rg.date_day = dd.date_day and rg.source_type = dd.source_type and rg.device = dd.device and rg.source_relation = dd.source_relation - left join usage_device ud - on rg.app_id = ud.app_id - and rg.date_day = ud.date_day - and rg.source_type = ud.source_type - and rg.device = ud.device - and rg.source_relation = ud.source_relation - left join sessions_device sd - on rg.app_id = sd.app_id - and rg.date_day = sd.date_day - and rg.source_type = sd.source_type - and rg.device = sd.device - and rg.source_relation = sd.source_relation + left join install_deletions id + on rg.app_id = id.app_id + and rg.date_day = id.date_day + and rg.source_type = id.source_type + and rg.device = id.device + and rg.source_relation = id.source_relation + left join sessions_activity sa + on rg.app_id = sa.app_id + and rg.date_day = sa.date_day + and rg.source_type = sa.source_type + and rg.device = sa.device + and rg.source_relation = sa.source_relation left join app a on rg.app_id = a.app_id and rg.source_relation = a.source_relation {% if var('apple_store__using_subscriptions', False) %} - left join subscription - on reporting_grain.date_day = subscription.date_day - and reporting_grain.source_relation = subscription.source_relation - and a.app_name = subscription.app_name - and reporting_grain.source_type = subscription.source_type - and reporting_grain.device = subscription.device + left join subscription_summary ss + on rg.date_day = ss.date_day + and rg.source_relation = ss.source_relation + and a.app_name = ss.app_name + and rg.source_type = ss.source_type + and rg.device = ss.device + left join subscription_events se + on rg.date_day = se.date_day + and rg.source_relation = se.source_relation + and a.app_name = se.app_name + and rg.source_type = se.source_type + and rg.device = se.device {% endif %} ) diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index e1654a1..5de9180 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -13,11 +13,11 @@ impressions_and_page_views as ( source_relation, sum(impressions) as impressions, sum(page_views) as page_views - from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} group by 1,2,3 ), -crashes as ( +app_crashes as ( select app_id, date_day, @@ -27,7 +27,7 @@ crashes as ( group by 1,2,3 ), -downloads as ( +downloads_daily as ( select app_id, date_day, @@ -35,33 +35,78 @@ downloads as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + from {{ ref('int_apple_store__app_store_download_daily') }} group by 1,2,3 ), -usage as ( +install_deletions as ( select app_id, date_day, source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} group by 1,2,3 ), -sessions as ( +sessions_activity as ( select app_id, date_day, source_relation, sum(sessions) as sessions, sum(active_devices) as active_devices - from {{ ref('int_apple_store__app_session_detailed_daily') }} + from {{ ref('int_apple_store__app_session_daily') }} group by 1,2,3 ), --- unions all unique dimension values +{% if var('apple_store__using_subscriptions', False) %} +subscription_summary as ( + + select + app_name, + date_day, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions + from {{ var('sales_subscription_summary') }} + {{ dbt_utils.group_by(3) }} +), + +subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) +), + +subscription_events as ( + + select + app_name, + date_day, + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(3) }} +), + +{% endif %} + +-- Unifying all dimension values before aggregation pre_reporting_grain as ( select date_day, app_id, source_relation from impressions_and_page_views union all @@ -71,10 +116,10 @@ pre_reporting_grain as ( union all select date_day, app_id, source_relation from usage union all - select date_day, app_id, source_relation from sessions + select date_day, app_id, source_relation from sessions_activity ), --- ensures distinct combinations of all dimensions +-- Ensuring distinct combinations of all dimensions reporting_grain as ( select distinct date_day, @@ -83,32 +128,32 @@ reporting_grain as ( from pre_reporting_grain ), --- final aggregation using reporting grain +-- Final aggregation using reporting grain final as ( select rg.source_relation, rg.date_day, rg.app_id, - app.app_name, + a.app_name, coalesce(ip.impressions, 0) as impressions, coalesce(ip.page_views, 0) as page_views, - coalesce(c.crashes, 0) as crashes, + coalesce(ac.crashes, 0) as crashes, coalesce(d.first_time_downloads, 0) as first_time_downloads, coalesce(d.redownloads, 0) as redownloads, coalesce(d.total_downloads, 0) as total_downloads, - coalesce(s.active_devices, 0) as active_devices, - coalesce(u.deletions, 0) as deletions, - coalesce(u.installations, 0) as installations, - coalesce(s.sessions, 0) as sessions + coalesce(sa.active_devices, 0) as active_devices, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, + coalesce(sa.sessions, 0) as sessions {% if var('apple_store__using_subscriptions', False) %} , - coalesce(subscriptions.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, - coalesce(subscriptions.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, - coalesce(subscriptions.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, - coalesce(subscriptions.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions + coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, + coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, + coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, + coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions {% for event_val in var('apple_store__subscription_events') %} {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %} - , coalesce({{ 'subscriptions.' ~ event_column }}, 0) + , coalesce({{ 'se.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} {% endif %} @@ -117,31 +162,35 @@ final as ( on rg.app_id = ip.app_id and rg.date_day = ip.date_day and rg.source_relation = ip.source_relation - left join crashes c - on rg.app_id = c.app_id - and rg.date_day = c.date_day - and rg.source_relation = c.source_relation - left join downloads d - on rg.app_id = d.app_id - and rg.date_day = d.date_day - and rg.source_relation = d.source_relation - left join usage u - on rg.app_id = u.app_id - and rg.date_day = u.date_day - and rg.source_relation = u.source_relation - left join sessions s - on rg.app_id = s.app_id - and rg.date_day = s.date_day - and rg.source_relation = s.source_relation - left join app - on rg.app_id = app.app_id - and rg.source_relation = app.source_relation + left join app_crashes ac + on rg.app_id = ac.app_id + and rg.date_day = ac.date_day + and rg.source_relation = ac.source_relation + left join downloads_daily dd + on rg.app_id = dd.app_id + and rg.date_day = dd.date_day + and rg.source_relation = dd.source_relation + left join install_deletions id + on rg.app_id = id.app_id + and rg.date_day = id.date_day + and rg.source_relation = id.source_relation + left join sessions_activity sa + on rg.app_id = sa.app_id + and rg.date_day = sa.date_day + and rg.source_relation = sa.source_relation + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation {% if var('apple_store__using_subscriptions', False) %} - left join subscriptions - on reporting_grain.date_day = subscriptions.date_day - and reporting_grain.source_relation = subscriptions.source_relation - and reporting_grain.app_id = subscriptions.app_id + left join subscription_summary ss + on rg.date_day = ss.date_day + and rg.source_relation = ss.source_relation + and rg.app_name = ss.app_name + left join subscription_events se + on rg.date_day = se.date_day + and rg.source_relation = se.source_relation + and rg.app_name = se.app_name {% endif %} ) diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 8bdc85b..4bb6b3d 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -29,7 +29,7 @@ impressions_and_page_views as ( sum(impressions_unique_device) as impressions_unique_device, sum(page_views) as page_views, sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} group by 1,2,3,4,5 ), @@ -43,7 +43,7 @@ downloads_daily as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_detailed_daily') }} + from {{ ref('int_apple_store__app_store_download_daily') }} group by 1,2,3,4,5 ), @@ -56,7 +56,7 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} group by 1,2,3,4,5 ), @@ -70,11 +70,11 @@ sessions_activity as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_detailed_daily') }} + from {{ ref('int_apple_store__app_session_daily') }} group by 1,2,3,4,5 ), --- unions all unique dimension values +-- Unifying all dimension values before aggregation pre_reporting_grain as ( select date_day, app_id, platform_version, source_type, source_relation from app_crashes union all @@ -87,7 +87,7 @@ pre_reporting_grain as ( select date_day, app_id, platform_version, source_type, source_relation from sessions_activity ), --- ensures distinct combinations of all dimensions +-- Ensuring distinct combinations of all dimensions reporting_grain as ( select distinct date_day, @@ -98,8 +98,8 @@ reporting_grain as ( from pre_reporting_grain ), --- final aggregation using reporting grain -final_report as ( +-- Final aggregation using reporting grain +final as ( select rg.source_relation, rg.date_day, @@ -107,7 +107,7 @@ final_report as ( a.app_name, rg.source_type, rg.platform_version, - coalesce(cd.crashes, 0) as crashes, + coalesce(ac.crashes, 0) as crashes, coalesce(ip.impressions, 0) as impressions, coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, coalesce(ip.page_views, 0) as page_views, @@ -115,21 +115,18 @@ final_report as ( coalesce(dd.first_time_downloads, 0) as first_time_downloads, coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, - coalesce(s.active_devices, 0) as active_devices, - coalesce(s.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(i.deletions, 0) as deletions, - coalesce(i.installations, 0) as installations, - coalesce(s.sessions, 0) as sessions + coalesce(sa.active_devices, 0) as active_devices, + coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, + coalesce(sa.sessions, 0) as sessions from reporting_grain rg - left join app a - on rg.app_id = a.app_id - and rg.source_relation = a.source_relation - left join app_crashes cd - on rg.app_id = cd.app_id - and rg.platform_version = cd.platform_version - and rg.date_day = cd.date_day - and rg.source_type = cd.source_type - and rg.source_relation = cd.source_relation + left join app_crashes ac + on rg.app_id = ac.app_id + and rg.platform_version = ac.platform_version + and rg.date_day = ac.date_day + and rg.source_type = ac.source_type + and rg.source_relation = ac.source_relation left join impressions_and_page_views ip on rg.app_id = ip.app_id and rg.platform_version = ip.platform_version @@ -142,20 +139,22 @@ final_report as ( and rg.date_day = dd.date_day and rg.source_type = dd.source_type and rg.source_relation = dd.source_relation - left join install_deletions i - on rg.app_id = i.app_id - and rg.platform_version = i.platform_version - and rg.date_day = i.date_day - and rg.source_type = i.source_type - and rg.source_relation = i.source_relation - left join sessions_activity s - on rg.app_id = s.app_id - and rg.platform_version = s.platform_version - and rg.date_day = s.date_day - and rg.source_type = s.source_type - and rg.source_relation = s.source_relation + left join install_deletions id + on rg.app_id = id.app_id + and rg.platform_version = id.platform_version + and rg.date_day = id.date_day + and rg.source_type = id.source_type + and rg.source_relation = id.source_relation + left join sessions_activity sa + on rg.app_id = sa.app_id + and rg.platform_version = sa.platform_version + and rg.date_day = sa.date_day + and rg.source_type = sa.source_type + and rg.source_relation = sa.source_relation + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation ) select * -from final_report -order by date_day, app_id, platform_version +from final \ No newline at end of file diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 780c7b5..fc3395d 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -14,7 +14,7 @@ impressions_and_page_views as ( source_relation, sum(impressions) as impressions, sum(page_views) as page_views - from {{ ref('int_apple_store__app_store_discovery_and_engagement_detailed_daily') }} + from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} group by 1,2,3,4 ), @@ -29,7 +29,7 @@ install_deletions as ( sum(total_downloads) as total_downloads, sum(deletions) as deletions, sum(installations) as installations - from {{ ref('int_apple_store__app_store_installation_and_deletion_detailed_daily') }} + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} group by 1,2,3,4 ), @@ -41,7 +41,7 @@ sessions_activity as ( source_relation, sum(active_devices) as active_devices, sum(sessions) as sessions - from {{ ref('int_apple_store__app_session_detailed_daily') }} + from {{ ref('int_apple_store__app_session_daily') }} group by 1,2,3,4 ), @@ -79,8 +79,8 @@ final as ( coalesce(id.total_downloads, 0) as total_downloads, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, - coalesce(s.active_devices, 0) as active_devices, - coalesce(s.sessions, 0) as sessions + coalesce(sa.active_devices, 0) as active_devices, + coalesce(sa.sessions, 0) as sessions from reporting_grain rg left join impressions_and_page_views ip on rg.date_day = ip.date_day @@ -92,11 +92,11 @@ final as ( and rg.app_id = id.app_id and rg.source_type = id.source_type and rg.source_relation = id.source_relation - left join sessions_activity s - on rg.date_day = s.date_day - and rg.app_id = s.app_id - and rg.source_type = s.source_type - and rg.source_relation = s.source_relation + left join sessions_activity sa + on rg.date_day = sa.date_day + and rg.app_id = sa.app_id + and rg.source_type = sa.source_type + and rg.source_relation = sa.source_relation left join app a on rg.app_id = a.app_id and rg.source_relation = a.source_relation diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 1e077dc..6e03a01 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -59,14 +59,14 @@ country_codes as ( from {{ var('apple_store_country_codes') }} ), --- pre-reporting grain: unions all unique dimension values +-- Unifying all dimension values before aggregation pre_reporting_grain as ( select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary union all select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events ), --- reporting grain: ensures distinct combinations of all dimensions +-- Ensuring distinct combinations of all dimensions reporting_grain as ( select distinct date_day, @@ -80,7 +80,7 @@ reporting_grain as ( from pre_reporting_grain ), --- final aggregation using reporting grain +-- Final aggregation using reporting grain final as ( select rg.date_day, diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 8830812..e688548 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -1,95 +1,146 @@ with app as ( - - select * - from {{ var('app') }} + select + app_id, + app_name, + source_relation + from {{ var('app_store_app') }} ), -app_store_territory as ( - - select * - from {{ var('app_store_territory') }} +impressions_and_page_views as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} + group by 1,2,3,4,5 ), -country_codes as ( - - select * - from {{ var('apple_store_country_codes') }} +downloads_daily as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__app_store_download_daily') }} + group by 1,2,3,4,5 ), -downloads_territory as ( - - select * - from {{ var('downloads_territory') }} +install_deletions as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + group by 1,2,3,4,5 ), -usage_territory as ( +sessions_activity as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices, + sum(active_devices_lip_30_days) as active_devices_lip_30_days + from {{ ref('int_apple_store__app_session_daily') }} + group by 1,2,3,4,5 +), - select * - from {{ var('usage_territory') }} +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views + union + select date_day, app_id, source_type, territory, source_relation from downloads_daily + union + select date_day, app_id, source_type, territory, source_relation from install_deletions + union + select date_day, app_id, source_type, territory, source_relation from sessions_activity ), +-- Ensuring distinct combinations of all dimensions reporting_grain as ( - select distinct - source_relation, date_day, app_id, source_type, - territory - from app_store_territory + territory, + source_relation + from pre_rg ), -joined as ( - - select - reporting_grain.source_relation, - reporting_grain.date_day, - reporting_grain.app_id, - app.app_name, - reporting_grain.source_type, - reporting_grain.territory as territory_long, +-- Final aggregation using reporting grain +final as ( + select + rg.source_relation, + rg.date_day, + rg.app_id, + a.app_name, + rg.source_type, + rg.territory as territory_long, coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short, coalesce(official_country_codes.region, alternative_country_codes.region) as region, coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region, - coalesce(app_store_territory.impressions, 0) as impressions, - coalesce(app_store_territory.impressions_unique_device, 0) as impressions_unique_device, - coalesce(app_store_territory.page_views, 0) as page_views, - coalesce(app_store_territory.page_views_unique_device, 0) as page_views_unique_device, - coalesce(downloads_territory.first_time_downloads, 0) as first_time_downloads, - coalesce(downloads_territory.redownloads, 0) as redownloads, - coalesce(downloads_territory.total_downloads, 0) as total_downloads, - coalesce(usage_territory.active_devices, 0) as active_devices, - coalesce(usage_territory.active_devices_last_30_days, 0) as active_devices_last_30_days, - coalesce(usage_territory.deletions, 0) as deletions, - coalesce(usage_territory.installations, 0) as installations, - coalesce(usage_territory.sessions, 0) as sessions - from reporting_grain - left join app - on reporting_grain.app_id = app.app_id - and reporting_grain.source_relation = app.source_relation - left join app_store_territory - on reporting_grain.date_day = app_store_territory.date_day - and reporting_grain.source_relation = app_store_territory.source_relation - and reporting_grain.app_id = app_store_territory.app_id - and reporting_grain.source_type = app_store_territory.source_type - and reporting_grain.territory = app_store_territory.territory - left join downloads_territory - on reporting_grain.date_day = downloads_territory.date_day - and reporting_grain.source_relation = downloads_territory.source_relation - and reporting_grain.app_id = downloads_territory.app_id - and reporting_grain.source_type = downloads_territory.source_type - and reporting_grain.territory = downloads_territory.territory - left join usage_territory - on reporting_grain.date_day = usage_territory.date_day - and reporting_grain.source_relation = usage_territory.source_relation - and reporting_grain.app_id = usage_territory.app_id - and reporting_grain.source_type = usage_territory.source_type - and reporting_grain.territory = usage_territory.territory + coalesce(ip.impressions, 0) as impressions, + coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, + coalesce(ip.page_views, 0) as page_views, + coalesce(ip.page_views_unique_device, 0) as page_views_unique_device, + coalesce(dd.first_time_downloads, 0) as first_time_downloads, + coalesce(dd.redownloads, 0) as redownloads, + coalesce(dd.total_downloads, 0) as total_downloads, + coalesce(install_deletions.active_devices, 0) as active_devices, + coalesce(install_deletions.active_devices_lip_30_days, 0) as active_devices_lip_30_days, + coalesce(id.deletions, 0) as deletions, + coalesce(id.installations, 0) as installations, + coalesce(sa.sessions, 0) as sessions + from reporting_grain rg + left join app a + on rg.app_id = a.app_id + and rg.source_relation = a.source_relation + left join impressions_and_page_views ip + on rg.app_id = ip.app_id + and rg.date_day = ip.date_day + and rg.source_type = ip.source_type + and rg.territory = ip.territory + and rg.source_relation = ip.source_relation + left join downloads_daily dd + on rg.app_id = dd.app_id + and rg.date_day = dd.date_day + and rg.source_type = dd.source_type + and rg.territory = dd.territory + and rg.source_relation = dd.source_relation + left join install_deletions id + on rg.app_id = id.app_id + and rg.date_day = id.date_day + and rg.source_type = id.source_type + and rg.territory = id.territory + and rg.source_relation = id.source_relation + left join sessions_activity sa + on rg.app_id = sa.app_id + and rg.date_day = sa.date_day + and rg.source_type = sa.source_type + and rg.territory = sa.territory + and rg.source_relation = sa.source_relation left join country_codes as official_country_codes - on reporting_grain.territory = official_country_codes.country_name + on rg.territory = official_country_codes.country_name left join country_codes as alternative_country_codes - on reporting_grain.territory = alternative_country_codes.alternative_country_name + on rg.territory = alternative_country_codes.alternative_country_name ) -select * -from joined \ No newline at end of file +select * +from final \ No newline at end of file From dd7458da7a98cbdf42574999c33d380b9743a664 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:24:00 -0500 Subject: [PATCH 10/57] new int models --- .../int_apple_store__app_session_daily.sql | 34 +++++++++++++++++++ ...p_store_discovery_and_engagement_daily.sql | 31 +++++++++++++++++ ..._apple_store__app_store_download_daily.sql | 33 ++++++++++++++++++ ..._store_installation_and_deletion_daily.sql | 34 +++++++++++++++++++ 4 files changed, 132 insertions(+) create mode 100644 models/intermediate/int_apple_store__app_session_daily.sql create mode 100644 models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql create mode 100644 models/intermediate/int_apple_store__app_store_download_daily.sql create mode 100644 models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql diff --git a/models/intermediate/int_apple_store__app_session_daily.sql b/models/intermediate/int_apple_store__app_session_daily.sql new file mode 100644 index 0000000..d7cec76 --- /dev/null +++ b/models/intermediate/int_apple_store__app_session_daily.sql @@ -0,0 +1,34 @@ +with base as ( + + select * + from {{ var('app_session_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + app_version, + device, + platform_version, + source_type, + page_type, + app_download_date, + territory, + total_session_duration, + source_info, + page_title, + source_relation, + sum(sessions) AS sessions, + sum(unique_devices) AS active_devices, + sum(distinct + case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end) + as active_devices_last_30_days + from base + {{ dbt_utils.group_by(13) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql b/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql new file mode 100644 index 0000000..427afd2 --- /dev/null +++ b/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql @@ -0,0 +1,31 @@ +with base as ( + + select * + from {{ var('app_store_discovery_and_engagement_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + page_type, + source_type, + engagement_type, + device, + platform_version, + territory, + page_title, + source_info, + source_relation, + sum(case when lower(event) = 'impression' then counts else 0 end) as impressions, + sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device, + sum(case when lower(event) = 'page view' then counts else 0 end) as page_views, + sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device + from base + {{ dbt_utils.group_by(11) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_download_daily.sql b/models/intermediate/int_apple_store__app_store_download_daily.sql new file mode 100644 index 0000000..26ed7b8 --- /dev/null +++ b/models/intermediate/int_apple_store__app_store_download_daily.sql @@ -0,0 +1,33 @@ +with base as ( + + select * + from {{ var('app_store_download_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + download_type, + app_version, + device, + platform_version, + source_type, + page_type, + pre_order, + territory, + counts, + source_info, + page_title, + source_relation, + sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, + sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, + sum(counts) AS total_downloads + from base + {{ dbt_utils.group_by(14) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql b/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql new file mode 100644 index 0000000..a152f7f --- /dev/null +++ b/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql @@ -0,0 +1,34 @@ +with base as ( + + select * + from {{ var('app_store_installation_and_deletion_detailed_daily') }} + +), +aggregated as ( + + select + date_day, + app_id, + download_type, + app_version, + device, + platform_version, + source_type, + page_type, + app_download_date, + territory, + source_info, + page_title, + source_relation, + sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, + sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, + sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads, + sum(case when lower(event) = 'delete' then counts else 0 end) as deletions, + sum(case when lower(event) = 'install' then counts else 0 end) as installations + from base + {{ dbt_utils.group_by(13) }} + +) + +select * +from aggregated \ No newline at end of file From 2bf9dfe44a2c443416d3783a14c6343c8fe0ebdf Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:24:21 -0500 Subject: [PATCH 11/57] rename references --- dbt_project.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/dbt_project.yml b/dbt_project.yml index 2587fd9..200dfc5 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -9,11 +9,11 @@ vars: sales_subscription_events: "{{ ref('stg_apple_store__sales_subscription_events') }}" sales_subscription_summary: "{{ ref('stg_apple_store__sales_subscription_summary') }}" apple_store_country_codes: "{{ ref('apple_store_country_codes') }}" - app_store_discovery_and_engagement_detailed_daily: "{{ ref('stg_apple_store__app_store_discovery_and_engagement_detailed_daily')}}" + app_store_discovery_and_engagement_detailed_daily: "{{ ref('stg_apple_store__app_store_discovery_and_engagement_daily')}}" app_crash_daily: "{{ ref('stg_apple_store__app_crash_daily')}}" - app_store_download_detailed_daily: "{{ ref('stg_apple_store__app_store_download_detailed_daily')}}" - app_session_detailed_daily: "{{ ref('stg_apple_store__app_session_detailed_daily')}}" - app_store_installation_and_deletion_detailed_daily: "{{ ref('stg_apple_store__app_store_installation_and_deletion_detailed_daily')}}" + app_store_download_detailed_daily: "{{ ref('stg_apple_store__app_store_download_daily')}}" + app_session_detailed_daily: "{{ ref('stg_apple_store__app_session_daily')}}" + app_store_installation_and_deletion_detailed_daily: "{{ ref('stg_apple_store__app_store_installation_and_deletion_daily')}}" apple_store__subscription_events: - 'Renew' - 'Cancel' From c7df6f7ab045e2367955ea6666ec957722aebc80 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:24:47 -0500 Subject: [PATCH 12/57] update yml with new fields, rm old fields, update uniqueness --- models/apple_store.yml | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/models/apple_store.yml b/models/apple_store.yml index 315db73..d097ad8 100644 --- a/models/apple_store.yml +++ b/models/apple_store.yml @@ -8,22 +8,21 @@ models: combination_of_columns: - source_relation - date_day - - account_id - - app_id + - vendor_number + - app_apple_id - subscription_name + - app_name - territory_long - state columns: - name: source_relation description: "{{ doc('source_relation') }}" + - name: vendor_number + description: "{{ doc('vendor_number') }}" - name: date_day description: '{{ doc("date_day") }}' - - name: account_id - description: '{{ doc("account_id") }}' - - name: account_name - description: '{{ doc("account_name") }}' - - name: app_id - description: '{{ doc("app_id") }}' + - name: app_apple_id + description: '{{ doc("app_apple_id") }}' - name: app_name description: '{{ doc("app_name") }}' - name: subscription_name From f941c5f89232d30e072646971cc5d86df8eae379 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 16:31:38 -0500 Subject: [PATCH 13/57] readme update and version bump --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 90f76f0..5dda01b 100644 --- a/README.md +++ b/README.md @@ -33,7 +33,7 @@ The following table provides a detailed list of all tables materialized within t | [apple_store__overview_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__overview_report) | Each record represents daily metrics for each app_id. | | [apple_store__platform_version_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__platform_version_report) | Each record represents daily metrics for each by app_id, source_type and platform version. | | [apple_store__source_type_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__source_type_report) | Each record represents daily metrics by app_id and source_type. | -| [apple_store__subscription_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__subscription_report) | Each record represents daily subscription metrics by account, app, subscription name, country and state. | +| [apple_store__subscription_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__subscription_report) | Each record represents daily subscription metrics by app, subscription name, country and state. | | [apple_store__territory_report](https://fivetran.github.io/dbt_apple_store/#!/model/model.apple_store.apple_store__source_type_report) | Each record represents daily subscription metrics by app_id, source_type and territory. | ### Materialized Models @@ -54,7 +54,7 @@ Include the following apple_store package version in your `packages.yml` file: ```yaml packages: - package: fivetran/apple_store - version: [">=0.4.0", "<0.5.0"] # we recommend using ranges to capture non-breaking changes automatically + version: [">=0.5.0", "<0.6.0"] # we recommend using ranges to capture non-breaking changes automatically ``` Do NOT include the `apple_store_source` package in this file. The transformation package itself has a dependency on it and will install the source package as well. @@ -146,7 +146,7 @@ This dbt package is dependent on the following dbt packages. These dependencies ```yml packages: - package: fivetran/apple_store_source - version: [">=0.4.0", "<0.5.0"] + version: [">=0.5.0", "<0.6.0"] - package: fivetran/fivetran_utils version: [">=0.4.0", "<0.5.0"] From f61eafefe77164a420836015f585ec5f7359f1c3 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:29:57 -0600 Subject: [PATCH 14/57] new int models --- ..._store__discovery_and_engagement_daily.sql | 31 +++++++++++++++++ .../int_apple_store__download_daily.sql | 33 ++++++++++++++++++ ...store__installation_and_deletion_daily.sql | 34 +++++++++++++++++++ .../int_apple_store__session_daily.sql | 34 +++++++++++++++++++ 4 files changed, 132 insertions(+) create mode 100644 models/intermediate/int_apple_store__discovery_and_engagement_daily.sql create mode 100644 models/intermediate/int_apple_store__download_daily.sql create mode 100644 models/intermediate/int_apple_store__installation_and_deletion_daily.sql create mode 100644 models/intermediate/int_apple_store__session_daily.sql diff --git a/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql b/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql new file mode 100644 index 0000000..427afd2 --- /dev/null +++ b/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql @@ -0,0 +1,31 @@ +with base as ( + + select * + from {{ var('app_store_discovery_and_engagement_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + page_type, + source_type, + engagement_type, + device, + platform_version, + territory, + page_title, + source_info, + source_relation, + sum(case when lower(event) = 'impression' then counts else 0 end) as impressions, + sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device, + sum(case when lower(event) = 'page view' then counts else 0 end) as page_views, + sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device + from base + {{ dbt_utils.group_by(11) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__download_daily.sql b/models/intermediate/int_apple_store__download_daily.sql new file mode 100644 index 0000000..26ed7b8 --- /dev/null +++ b/models/intermediate/int_apple_store__download_daily.sql @@ -0,0 +1,33 @@ +with base as ( + + select * + from {{ var('app_store_download_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + download_type, + app_version, + device, + platform_version, + source_type, + page_type, + pre_order, + territory, + counts, + source_info, + page_title, + source_relation, + sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, + sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, + sum(counts) AS total_downloads + from base + {{ dbt_utils.group_by(14) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__installation_and_deletion_daily.sql b/models/intermediate/int_apple_store__installation_and_deletion_daily.sql new file mode 100644 index 0000000..a152f7f --- /dev/null +++ b/models/intermediate/int_apple_store__installation_and_deletion_daily.sql @@ -0,0 +1,34 @@ +with base as ( + + select * + from {{ var('app_store_installation_and_deletion_detailed_daily') }} + +), +aggregated as ( + + select + date_day, + app_id, + download_type, + app_version, + device, + platform_version, + source_type, + page_type, + app_download_date, + territory, + source_info, + page_title, + source_relation, + sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, + sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, + sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads, + sum(case when lower(event) = 'delete' then counts else 0 end) as deletions, + sum(case when lower(event) = 'install' then counts else 0 end) as installations + from base + {{ dbt_utils.group_by(13) }} + +) + +select * +from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__session_daily.sql b/models/intermediate/int_apple_store__session_daily.sql new file mode 100644 index 0000000..d7cec76 --- /dev/null +++ b/models/intermediate/int_apple_store__session_daily.sql @@ -0,0 +1,34 @@ +with base as ( + + select * + from {{ var('app_session_detailed_daily') }} +), + +aggregated as ( + + select + date_day, + app_id, + app_version, + device, + platform_version, + source_type, + page_type, + app_download_date, + territory, + total_session_duration, + source_info, + page_title, + source_relation, + sum(sessions) AS sessions, + sum(unique_devices) AS active_devices, + sum(distinct + case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end) + as active_devices_last_30_days + from base + {{ dbt_utils.group_by(13) }} + +) + +select * +from aggregated \ No newline at end of file From 5c26fa4c6543ec7f661553726a5774435fce701f Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:30:05 -0600 Subject: [PATCH 15/57] rm old int models --- .../int_apple_store__app_session_daily.sql | 34 ------------------- ...p_store_discovery_and_engagement_daily.sql | 31 ----------------- ..._apple_store__app_store_download_daily.sql | 33 ------------------ ..._store_installation_and_deletion_daily.sql | 34 ------------------- 4 files changed, 132 deletions(-) delete mode 100644 models/intermediate/int_apple_store__app_session_daily.sql delete mode 100644 models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql delete mode 100644 models/intermediate/int_apple_store__app_store_download_daily.sql delete mode 100644 models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql diff --git a/models/intermediate/int_apple_store__app_session_daily.sql b/models/intermediate/int_apple_store__app_session_daily.sql deleted file mode 100644 index d7cec76..0000000 --- a/models/intermediate/int_apple_store__app_session_daily.sql +++ /dev/null @@ -1,34 +0,0 @@ -with base as ( - - select * - from {{ var('app_session_detailed_daily') }} -), - -aggregated as ( - - select - date_day, - app_id, - app_version, - device, - platform_version, - source_type, - page_type, - app_download_date, - territory, - total_session_duration, - source_info, - page_title, - source_relation, - sum(sessions) AS sessions, - sum(unique_devices) AS active_devices, - sum(distinct - case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end) - as active_devices_last_30_days - from base - {{ dbt_utils.group_by(13) }} - -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql b/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql deleted file mode 100644 index 427afd2..0000000 --- a/models/intermediate/int_apple_store__app_store_discovery_and_engagement_daily.sql +++ /dev/null @@ -1,31 +0,0 @@ -with base as ( - - select * - from {{ var('app_store_discovery_and_engagement_detailed_daily') }} -), - -aggregated as ( - - select - date_day, - app_id, - page_type, - source_type, - engagement_type, - device, - platform_version, - territory, - page_title, - source_info, - source_relation, - sum(case when lower(event) = 'impression' then counts else 0 end) as impressions, - sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device, - sum(case when lower(event) = 'page view' then counts else 0 end) as page_views, - sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device - from base - {{ dbt_utils.group_by(11) }} - -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_download_daily.sql b/models/intermediate/int_apple_store__app_store_download_daily.sql deleted file mode 100644 index 26ed7b8..0000000 --- a/models/intermediate/int_apple_store__app_store_download_daily.sql +++ /dev/null @@ -1,33 +0,0 @@ -with base as ( - - select * - from {{ var('app_store_download_detailed_daily') }} -), - -aggregated as ( - - select - date_day, - app_id, - download_type, - app_version, - device, - platform_version, - source_type, - page_type, - pre_order, - territory, - counts, - source_info, - page_title, - source_relation, - sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, - sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, - sum(counts) AS total_downloads - from base - {{ dbt_utils.group_by(14) }} - -) - -select * -from aggregated \ No newline at end of file diff --git a/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql b/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql deleted file mode 100644 index a152f7f..0000000 --- a/models/intermediate/int_apple_store__app_store_installation_and_deletion_daily.sql +++ /dev/null @@ -1,34 +0,0 @@ -with base as ( - - select * - from {{ var('app_store_installation_and_deletion_detailed_daily') }} - -), -aggregated as ( - - select - date_day, - app_id, - download_type, - app_version, - device, - platform_version, - source_type, - page_type, - app_download_date, - territory, - source_info, - page_title, - source_relation, - sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, - sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, - sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads, - sum(case when lower(event) = 'delete' then counts else 0 end) as deletions, - sum(case when lower(event) = 'install' then counts else 0 end) as installations - from base - {{ dbt_utils.group_by(13) }} - -) - -select * -from aggregated \ No newline at end of file From 77fd1f0dfad6f391e515a0e35b6cf06037907211 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:30:39 -0600 Subject: [PATCH 16/57] updated reports, changelog, docs --- CHANGELOG.md | 4 +++ models/apple_store.yml | 16 ++++++++++ models/apple_store__app_version_report.sql | 4 +-- models/apple_store__device_report.sql | 32 +++++++++---------- models/apple_store__overview_report.sql | 24 +++++++------- .../apple_store__platform_version_report.sql | 8 ++--- models/apple_store__source_type_report.sql | 6 ++-- models/apple_store__territory_report.sql | 28 +++++++++------- 8 files changed, 74 insertions(+), 48 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 322bf4a..1a5e0f0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,9 @@ # dbt_apple_store version.version + +# Breaking Changes +-- account_id and account_name have been removed + ## Documentation - Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) - Corrected references to connectors and connections in the README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) diff --git a/models/apple_store.yml b/models/apple_store.yml index d097ad8..d6f3bef 100644 --- a/models/apple_store.yml +++ b/models/apple_store.yml @@ -149,6 +149,14 @@ models: description: '{{ doc("installations") }}' - name: sessions description: '{{ doc("sessions") }}' + - name: active_free_trial_introductory_offer_subscriptions + description: '{{ doc("active_free_trial_introductory_offer_subscriptions") }}' + - name: active_pay_as_you_go_introductory_offer_subscriptions + description: '{{ doc("active_pay_as_you_go_introductory_offer_subscriptions") }}' + - name: active_pay_up_front_introductory_offer_subscriptions + description: '{{ doc("active_pay_up_front_introductory_offer_subscriptions") }}' + - name: active_standard_price_subscriptions + description: '{{ doc("active_standard_price_subscriptions") }}' - name: apple_store__source_type_report description: Each record represents daily metrics by app_id and source_type @@ -226,6 +234,14 @@ models: description: '{{ doc("installations") }}' - name: sessions description: '{{ doc("sessions") }}' + - name: active_free_trial_introductory_offer_subscriptions + description: '{{ doc("active_free_trial_introductory_offer_subscriptions") }}' + - name: active_pay_as_you_go_introductory_offer_subscriptions + description: '{{ doc("active_pay_as_you_go_introductory_offer_subscriptions") }}' + - name: active_pay_up_front_introductory_offer_subscriptions + description: '{{ doc("active_pay_up_front_introductory_offer_subscriptions") }}' + - name: active_standard_price_subscriptions + description: '{{ doc("active_standard_price_subscriptions") }}' - name: apple_store__platform_version_report description: Each record represents daily metrics for each by app_id, source_type and platform version diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index f031ed9..61193e8 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -27,7 +27,7 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + from {{ ref('int_apple_store__installation_and_deletion_daily') }} group by 1,2,3,4,5 ), @@ -41,7 +41,7 @@ sessions_activity as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_daily') }} + from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 1f4b5a4..95daefb 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -17,8 +17,8 @@ impressions_and_page_views as ( sum(impressions_unique_device) as impressions_unique_device, sum(page_views) as page_views, sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} - group by 1,2,3,4,5 + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + {{ dbt_utils.group_by(5) }} ), downloads_daily as ( @@ -31,8 +31,8 @@ downloads_daily as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_daily') }} - group by 1,2,3,4,5 + from {{ ref('int_apple_store__download_daily') }} + {{ dbt_utils.group_by(5) }} ), install_deletions as ( @@ -44,8 +44,8 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} - group by 1,2,3,4,5 + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + {{ dbt_utils.group_by(5) }} ), sessions_activity as ( @@ -58,8 +58,8 @@ sessions_activity as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_daily') }} - group by 1,2,3,4,5 + from {{ ref('int_apple_store__session_daily') }} + {{ dbt_utils.group_by(5) }} ), app_crashes as ( @@ -71,7 +71,7 @@ app_crashes as ( source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} - group by 1,2,3,4,5 + {{ dbt_utils.group_by(5) }} ), @@ -89,7 +89,7 @@ subscription_summary as ( sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, sum(active_standard_price_subscriptions) as active_standard_price_subscriptions from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(3) }} + {{ dbt_utils.group_by(5) }} ), subscription_events_filtered as ( @@ -114,19 +114,19 @@ subscription_events as ( date_day, device, cast(null as {{ dbt.type_string() }}) as source_type, - source_relation, + source_relation {% for event_val in var('apple_store__subscription_events') %} , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} {% endfor %} from subscription_events_filtered - {{ dbt_utils.group_by(3) }} + {{ dbt_utils.group_by(5) }} ), {% endif %} -- Unifying all dimension values before aggregation -pre_rg as ( - select date_day, app_id, source_type, device, source_relation from app_store_device +pre_reporting_grain as ( + select date_day, app_id, source_type, device, source_relation from impressions_and_page_views union all select date_day, app_id, source_type, device, source_relation from downloads_daily union all @@ -145,7 +145,7 @@ reporting_grain as ( source_type, device, source_relation - from pre_rg + from pre_reporting_grain ), -- Final aggregation using reporting grain @@ -174,7 +174,7 @@ final as ( {% if var('apple_store__using_subscriptions', False) %} , coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions, - coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions, + coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions, coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions, coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions {% for event_val in var('apple_store__subscription_events') %} diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index 5de9180..1bec3c7 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -13,7 +13,7 @@ impressions_and_page_views as ( source_relation, sum(impressions) as impressions, sum(page_views) as page_views - from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} group by 1,2,3 ), @@ -35,7 +35,7 @@ downloads_daily as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_daily') }} + from {{ ref('int_apple_store__download_daily') }} group by 1,2,3 ), @@ -46,7 +46,7 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + from {{ ref('int_apple_store__installation_and_deletion_daily') }} group by 1,2,3 ), @@ -57,7 +57,7 @@ sessions_activity as ( source_relation, sum(sessions) as sessions, sum(active_devices) as active_devices - from {{ ref('int_apple_store__app_session_daily') }} + from {{ ref('int_apple_store__session_daily') }} group by 1,2,3 ), @@ -110,11 +110,11 @@ subscription_events as ( pre_reporting_grain as ( select date_day, app_id, source_relation from impressions_and_page_views union all - select date_day, app_id, source_relation from crashes + select date_day, app_id, source_relation from app_crashes union all - select date_day, app_id, source_relation from downloads + select date_day, app_id, source_relation from downloads_daily union all - select date_day, app_id, source_relation from usage + select date_day, app_id, source_relation from install_deletions union all select date_day, app_id, source_relation from sessions_activity ), @@ -138,9 +138,9 @@ final as ( coalesce(ip.impressions, 0) as impressions, coalesce(ip.page_views, 0) as page_views, coalesce(ac.crashes, 0) as crashes, - coalesce(d.first_time_downloads, 0) as first_time_downloads, - coalesce(d.redownloads, 0) as redownloads, - coalesce(d.total_downloads, 0) as total_downloads, + coalesce(dd.first_time_downloads, 0) as first_time_downloads, + coalesce(dd.redownloads, 0) as redownloads, + coalesce(dd.total_downloads, 0) as total_downloads, coalesce(sa.active_devices, 0) as active_devices, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, @@ -186,11 +186,11 @@ final as ( left join subscription_summary ss on rg.date_day = ss.date_day and rg.source_relation = ss.source_relation - and rg.app_name = ss.app_name + and a.app_name = ss.app_name left join subscription_events se on rg.date_day = se.date_day and rg.source_relation = se.source_relation - and rg.app_name = se.app_name + and a.app_name = se.app_name {% endif %} ) diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 4bb6b3d..294d83b 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -29,7 +29,7 @@ impressions_and_page_views as ( sum(impressions_unique_device) as impressions_unique_device, sum(page_views) as page_views, sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} group by 1,2,3,4,5 ), @@ -43,7 +43,7 @@ downloads_daily as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_daily') }} + from {{ ref('int_apple_store__download_daily') }} group by 1,2,3,4,5 ), @@ -56,7 +56,7 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + from {{ ref('int_apple_store__installation_and_deletion_daily') }} group by 1,2,3,4,5 ), @@ -70,7 +70,7 @@ sessions_activity as ( sum(sessions) as sessions, sum(active_devices) as active_devices, sum(active_devices_last_30_days) as active_devices_last_30_days - from {{ ref('int_apple_store__app_session_daily') }} + from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index fc3395d..f557ce7 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -14,7 +14,7 @@ impressions_and_page_views as ( source_relation, sum(impressions) as impressions, sum(page_views) as page_views - from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} group by 1,2,3,4 ), @@ -29,7 +29,7 @@ install_deletions as ( sum(total_downloads) as total_downloads, sum(deletions) as deletions, sum(installations) as installations - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + from {{ ref('int_apple_store__installation_and_deletion_daily') }} group by 1,2,3,4 ), @@ -41,7 +41,7 @@ sessions_activity as ( source_relation, sum(active_devices) as active_devices, sum(sessions) as sessions - from {{ ref('int_apple_store__app_session_daily') }} + from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4 ), diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index e688548..6356dc3 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -17,7 +17,7 @@ impressions_and_page_views as ( sum(impressions_unique_device) as impressions_unique_device, sum(page_views) as page_views, sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__app_store_discovery_and_engagement_daily') }} + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} group by 1,2,3,4,5 ), @@ -31,7 +31,7 @@ downloads_daily as ( sum(first_time_downloads) as first_time_downloads, sum(redownloads) as redownloads, sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__app_store_download_daily') }} + from {{ ref('int_apple_store__download_daily') }} group by 1,2,3,4,5 ), @@ -44,7 +44,7 @@ install_deletions as ( source_relation, sum(installations) as installations, sum(deletions) as deletions - from {{ ref('int_apple_store__app_store_installation_and_deletion_daily') }} + from {{ ref('int_apple_store__installation_and_deletion_daily') }} group by 1,2,3,4,5 ), @@ -57,19 +57,25 @@ sessions_activity as ( source_relation, sum(sessions) as sessions, sum(active_devices) as active_devices, - sum(active_devices_lip_30_days) as active_devices_lip_30_days - from {{ ref('int_apple_store__app_session_daily') }} + sum(active_devices_last_30_days) as active_devices_last_30_days + from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), +country_codes as ( + + select * + from {{ var('apple_store_country_codes') }} +), + -- Unifying all dimension values before aggregation pre_reporting_grain as ( select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views - union + union all select date_day, app_id, source_type, territory, source_relation from downloads_daily - union + union all select date_day, app_id, source_type, territory, source_relation from install_deletions - union + union all select date_day, app_id, source_type, territory, source_relation from sessions_activity ), @@ -81,7 +87,7 @@ reporting_grain as ( source_type, territory, source_relation - from pre_rg + from pre_reporting_grain ), -- Final aggregation using reporting grain @@ -103,8 +109,8 @@ final as ( coalesce(dd.first_time_downloads, 0) as first_time_downloads, coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, - coalesce(install_deletions.active_devices, 0) as active_devices, - coalesce(install_deletions.active_devices_lip_30_days, 0) as active_devices_lip_30_days, + coalesce(sa.active_devices, 0) as active_devices, + coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions From 5555efc95607aa5901e5b4e46be60662770a0e03 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:31:40 -0600 Subject: [PATCH 17/57] docs --- docs/catalog.json | 2 +- docs/index.html | 47 ++++++++++++++++++++++++++++++++++--------- docs/manifest.json | 2 +- docs/run_results.json | 1 - 4 files changed, 39 insertions(+), 13 deletions(-) delete mode 100644 docs/run_results.json diff --git a/docs/catalog.json b/docs/catalog.json index 04964f2..e4defad 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.3", "generated_at": "2024-07-23T15:57:06.321141Z", "invocation_id": "ec007210-b87e-49d0-9f4f-20ad8d5c727c", "env": {}}, "nodes": 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"zz_apple_store", "name": "usage_territory_source_type", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "installations": {"type": "integer", "index": 6, "name": "installations", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "sessions": {"type": "integer", "index": 8, "name": "sessions", "comment": null}, "active_devices": {"type": "integer", "index": 9, "name": "active_devices", "comment": null}, "active_devices_last_30_days": {"type": "integer", "index": 10, "name": "active_devices_last_30_days", "comment": null}, "deletions": {"type": "integer", "index": 11, "name": "deletions", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.usage_territory_source_type"}, "model.apple_store.apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__app_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and app version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "bigint", "index": 8, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 9, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 10, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 11, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "bigint", "index": 7, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 9, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "bigint", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 13, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "bigint", "index": 15, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 16, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 17, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 18, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 19, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}, "active_free_trial_introductory_offer_subscriptions": {"type": "numeric", "index": 20, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_a_you_go_introductory_offer_subscriptions": {"type": "numeric", "index": 21, "name": "active_pay_a_you_go_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "numeric", "index": 22, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "active_standard_price_subscriptions": {"type": "numeric", "index": 23, "name": "active_standard_price_subscriptions", "comment": null}, "event_renew": {"type": "numeric", "index": 24, "name": "event_renew", "comment": null}, "event_cancel": {"type": "numeric", "index": 25, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "numeric", "index": 26, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}, "active_free_trial_introductory_offer_subscriptions": {"type": "numeric", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "numeric", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "numeric", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "active_standard_price_subscriptions": {"type": "numeric", "index": 18, "name": "active_standard_price_subscriptions", "comment": null}, "event_renew": {"type": "numeric", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "numeric", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "numeric", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "impressions": {"type": "bigint", "index": 7, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 9, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "bigint", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 13, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "bigint", "index": 15, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 16, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 17, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 18, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 19, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": "Sales Account ID associated with the app name or app ID."}, "account_name": {"type": "text", "index": 4, "name": "account_name", "comment": "Sales Account Name associated with the Sales Account ID, app name or app ID."}, "app_id": {"type": "bigint", "index": 5, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 8, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 9, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 10, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 11, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 12, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "active_free_trial_introductory_offer_subscriptions": {"type": "numeric", "index": 13, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "numeric", "index": 14, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "numeric", "index": 15, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "numeric", "index": 16, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "numeric", "index": 17, "name": "event_renew", "comment": null}, "event_cancel": {"type": "numeric", "index": 18, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "numeric", "index": 19, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "bigint", "index": 10, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 12, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "first_time_downloads": {"type": "bigint", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 15, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "bigint", "index": 17, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 18, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 19, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 20, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 21, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}, "is_enabled": {"type": "boolean", "index": 4, "name": "is_enabled", "comment": "Boolean indicator for whether application is enabled or not."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app"}, "model.apple_store_source.stg_apple_store__app_store_device": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_device", "database": "postgres", "comment": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by device and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "device": {"type": "text", "index": 5, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "bigint", "index": 6, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 7, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 8, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 9, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_device"}, "model.apple_store_source.stg_apple_store__app_store_device_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_device_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "impressions": {"type": "integer", "index": 6, "name": "impressions", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "impressions_unique_device": {"type": "integer", "index": 8, "name": "impressions_unique_device", "comment": null}, "page_views": {"type": "integer", "index": 9, "name": "page_views", "comment": null}, "page_views_unique_device": {"type": "integer", "index": 10, "name": "page_views_unique_device", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_device_tmp"}, "model.apple_store_source.stg_apple_store__app_store_platform_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_platform_version", "database": "postgres", "comment": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by platform version and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "platform_version": {"type": "text", "index": 5, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "impressions": {"type": "bigint", "index": 6, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 7, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 8, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 9, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_platform_version"}, "model.apple_store_source.stg_apple_store__app_store_platform_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_platform_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "impressions": {"type": "integer", "index": 6, "name": "impressions", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "impressions_unique_device": {"type": "integer", "index": 8, "name": "impressions_unique_device", "comment": null}, "page_views": {"type": "integer", "index": 9, "name": "page_views", "comment": null}, "page_views_unique_device": {"type": "integer", "index": 10, "name": "page_views_unique_device", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_platform_version_tmp"}, "model.apple_store_source.stg_apple_store__app_store_territory": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_territory", "database": "postgres", "comment": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by territory and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "territory": {"type": "text", "index": 5, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "impressions": {"type": "bigint", "index": 6, "name": "impressions", "comment": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "impressions_unique_device": {"type": "bigint", "index": 7, "name": "impressions_unique_device", "comment": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "page_views": {"type": "bigint", "index": 8, "name": "page_views", "comment": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "page_views_unique_device": {"type": "bigint", "index": 9, "name": "page_views_unique_device", "comment": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_territory"}, "model.apple_store_source.stg_apple_store__app_store_territory_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_territory_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "impressions": {"type": "integer", "index": 6, "name": "impressions", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "impressions_unique_device": {"type": "integer", "index": 8, "name": "impressions_unique_device", "comment": null}, "page_views": {"type": "integer", "index": 9, "name": "page_views", "comment": null}, "page_views_unique_device": {"type": "integer", "index": 10, "name": "page_views_unique_device", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_territory_tmp"}, "model.apple_store_source.stg_apple_store__app_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "is_enabled": {"type": "boolean", "index": 2, "name": "is_enabled", "comment": null}, "name": {"type": "text", "index": 3, "name": "name", "comment": null}, "asset_token": {"type": "text", "index": 4, "name": "asset_token", "comment": null}, "pre_order_info": {"type": "integer", "index": 5, "name": "pre_order_info", "comment": null}, "icon_url": {"type": "text", "index": 6, "name": "icon_url", "comment": null}, "app_opt_in_rate": {"type": "integer", "index": 7, "name": "app_opt_in_rate", "comment": null}, "ios": {"type": "boolean", "index": 8, "name": "ios", "comment": null}, "tvos": {"type": "boolean", "index": 9, "name": "tvos", "comment": null}, "is_bundle": {"type": "boolean", "index": 10, "name": "is_bundle", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 11, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_tmp"}, "model.apple_store_source.stg_apple_store__crashes_app_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_app_version", "database": "postgres", "comment": "Daily crashes by app version and device.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "device": {"type": "text", "index": 4, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "bigint", "index": 6, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__crashes_app_version"}, "model.apple_store_source.stg_apple_store__crashes_app_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_app_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 2, "name": "app_version", "comment": null}, "date": {"type": "timestamp without time zone", "index": 3, "name": "date", "comment": null}, "device": {"type": "text", "index": 4, "name": "device", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "crashes": {"type": "integer", "index": 6, "name": "crashes", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__crashes_app_version_tmp"}, "model.apple_store_source.stg_apple_store__crashes_platform_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_platform_version", "database": "postgres", "comment": "Daily crashes by platform version and device.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "device": {"type": "text", "index": 4, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 5, "name": "platform_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "bigint", "index": 6, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__crashes_platform_version"}, "model.apple_store_source.stg_apple_store__crashes_platform_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_platform_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 4, "name": "platform_version", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "crashes": {"type": "integer", "index": 6, "name": "crashes", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__crashes_platform_version_tmp"}, "model.apple_store_source.stg_apple_store__downloads_device": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_device", "database": "postgres", "comment": "Daily downloads metrics (first time downloads, redownloads and total downloads) by device and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "device": {"type": "text", "index": 5, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "first_time_downloads": {"type": "bigint", "index": 6, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 7, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 8, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_device"}, "model.apple_store_source.stg_apple_store__downloads_device_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_device_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_device_tmp"}, "model.apple_store_source.stg_apple_store__downloads_platform_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_platform_version", "database": "postgres", "comment": "Daily downloads metrics (first time downloads, redownloads and total downloads) by platform version and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "platform_version": {"type": "text", "index": 5, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "first_time_downloads": {"type": "bigint", "index": 6, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 7, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 8, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_platform_version"}, "model.apple_store_source.stg_apple_store__downloads_platform_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_platform_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_platform_version_tmp"}, "model.apple_store_source.stg_apple_store__downloads_territory": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_territory", "database": "postgres", "comment": "Daily downloads metrics (first time downloads, redownloads and total downloads) by territory and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "territory": {"type": "text", "index": 5, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "first_time_downloads": {"type": "bigint", "index": 6, "name": "first_time_downloads", "comment": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "redownloads": {"type": "bigint", "index": 7, "name": "redownloads", "comment": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "total_downloads": {"type": "bigint", "index": 8, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_territory"}, "model.apple_store_source.stg_apple_store__downloads_territory_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_territory_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__downloads_territory_tmp"}, "model.apple_store_source.stg_apple_store__sales_account": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_account", "database": "postgres", "comment": "Table containing sales account data.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "account_id": {"type": "bigint", "index": 2, "name": "account_id", "comment": "Sales Account ID associated with the app name or app ID."}, "account_name": {"type": "text", "index": 3, "name": "account_name", "comment": "Sales Account Name associated with the Sales Account ID, app name or app ID."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_account"}, "model.apple_store_source.stg_apple_store__sales_account_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_account_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 3, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_account_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "account_id": {"type": "bigint", "index": 3, "name": "account_id", "comment": "Sales Account ID associated with the app name or app ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "event": {"type": "text", "index": 6, "name": "event", "comment": "The subscription event associated with the respective metric(s)."}, "country": {"type": "text", "index": 7, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "quantity": {"type": "numeric", "index": 10, "name": "quantity", "comment": "The number of occurrences of a given subscription event."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_filename": {"type": "text", "index": 1, "name": "_filename", "comment": null}, "account_number": {"type": "integer", "index": 2, "name": "account_number", "comment": null}, "vendor_number": {"type": "integer", "index": 3, "name": "vendor_number", "comment": null}, "_index": {"type": "integer", "index": 4, "name": "_index", "comment": null}, "event_date": {"type": "date", "index": 5, "name": "event_date", "comment": null}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": null}, "days_canceled": {"type": "integer", "index": 7, "name": "days_canceled", "comment": null}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 9, "name": "consecutive_paid_periods", "comment": null}, "previous_subscription_name": {"type": "integer", "index": 10, "name": "previous_subscription_name", "comment": null}, "cancellation_reason": {"type": "text", "index": 11, "name": "cancellation_reason", "comment": null}, "proceeds_reason": {"type": "text", "index": 12, "name": "proceeds_reason", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 13, "name": "subscription_apple_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 14, "name": "standard_subscription_duration", "comment": null}, "original_start_date": {"type": "date", "index": 15, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 16, "name": "device", "comment": null}, "days_before_canceling": {"type": "integer", "index": 17, "name": "days_before_canceling", "comment": null}, "quantity": {"type": "integer", "index": 18, "name": "quantity", "comment": null}, "marketing_opt_in_duration": {"type": "integer", "index": 19, "name": "marketing_opt_in_duration", "comment": null}, "promotional_offer_name": {"type": "integer", "index": 20, "name": "promotional_offer_name", "comment": null}, "state": {"type": "text", "index": 21, "name": "state", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 22, "name": "previous_subscription_apple_id", "comment": null}, "event": {"type": "text", "index": 23, "name": "event", "comment": null}, "subscription_group_id": {"type": "integer", "index": 24, "name": "subscription_group_id", "comment": null}, "country": {"type": "text", "index": 25, "name": "country", "comment": null}, "promotional_offer_id": {"type": "integer", "index": 26, "name": "promotional_offer_id", "comment": null}, "app_apple_id": {"type": "integer", "index": 27, "name": "app_apple_id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 28, "name": "_fivetran_synced", "comment": null}, "subscription_offer_type": {"type": "integer", "index": 29, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "integer", "index": 30, "name": "subscription_offer_duration", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}, "account_id": {"type": "bigint", "index": 4, "name": "account_id", "comment": "Sales Account ID associated with the app name or app ID."}, "country": {"type": "text", "index": 5, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 6, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "numeric", "index": 9, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "numeric", "index": 10, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "numeric", "index": 11, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "numeric", "index": 12, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_filename": {"type": "text", "index": 1, "name": "_filename", "comment": null}, "account_number": {"type": "integer", "index": 2, "name": "account_number", "comment": null}, "vendor_number": {"type": "integer", "index": 3, "name": "vendor_number", "comment": null}, "_index": {"type": "integer", "index": 4, "name": "_index", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 5, "name": "developer_proceeds", "comment": null}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": null}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 7, "name": "free_trial_promotional_offer_subscriptions", "comment": null}, "proceeds_currency": {"type": "text", "index": 8, "name": "proceeds_currency", "comment": null}, "subscription_name": {"type": "text", "index": 9, "name": "subscription_name", "comment": null}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 10, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": null}, "customer_currency": {"type": "text", "index": 11, "name": "customer_currency", "comment": null}, "marketing_opt_ins": {"type": "integer", "index": 12, "name": "marketing_opt_ins", "comment": null}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 13, "name": "pay_up_front_promotional_offer_subscriptions", "comment": null}, "billing_retry": {"type": "integer", "index": 14, "name": "billing_retry", "comment": null}, "proceeds_reason": {"type": "text", "index": 15, "name": "proceeds_reason", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 16, "name": "subscription_apple_id", "comment": null}, "active_standard_price_subscriptions": {"type": "integer", "index": 17, "name": "active_standard_price_subscriptions", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 18, "name": "standard_subscription_duration", "comment": null}, "grace_period": {"type": "integer", "index": 19, "name": "grace_period", "comment": null}, "device": {"type": "text", "index": 20, "name": "device", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "customer_price": {"type": "double precision", "index": 22, "name": "customer_price", "comment": null}, "promotional_offer_name": {"type": "integer", "index": 23, "name": "promotional_offer_name", "comment": null}, "state": {"type": "text", "index": 24, "name": "state", "comment": null}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": null}, "subscription_group_id": {"type": "integer", "index": 26, "name": "subscription_group_id", "comment": null}, "country": {"type": "text", "index": 27, "name": "country", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 28, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "promotional_offer_id": {"type": "integer", "index": 29, "name": "promotional_offer_id", "comment": null}, "app_apple_id": {"type": "integer", "index": 30, "name": "app_apple_id", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 31, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"}, "model.apple_store_source.stg_apple_store__usage_app_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_app_version", "database": "postgres", "comment": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by app version and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "active_devices": {"type": "bigint", "index": 6, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 7, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 8, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 9, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 10, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_app_version"}, "model.apple_store_source.stg_apple_store__usage_app_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_app_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 2, "name": "app_version", "comment": null}, "date": {"type": "timestamp without time zone", "index": 3, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "installations": {"type": "integer", "index": 6, "name": "installations", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "sessions": {"type": "integer", "index": 8, "name": "sessions", "comment": null}, "active_devices": {"type": "integer", "index": 9, "name": "active_devices", "comment": null}, "active_devices_last_30_days": {"type": "integer", "index": 10, "name": "active_devices_last_30_days", "comment": null}, "deletions": {"type": "integer", "index": 11, "name": "deletions", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_app_version_tmp"}, "model.apple_store_source.stg_apple_store__usage_device": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_device", "database": "postgres", "comment": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by device and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "device": {"type": "text", "index": 5, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "active_devices": {"type": "bigint", "index": 6, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 7, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 8, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 9, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 10, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_device"}, "model.apple_store_source.stg_apple_store__usage_device_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_device_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "installations": {"type": "integer", "index": 6, "name": "installations", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "sessions": {"type": "integer", "index": 8, "name": "sessions", "comment": null}, "active_devices": {"type": "integer", "index": 9, "name": "active_devices", "comment": null}, "active_devices_last_30_days": {"type": "integer", "index": 10, "name": "active_devices_last_30_days", "comment": null}, "deletions": {"type": "integer", "index": 11, "name": "deletions", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_device_tmp"}, "model.apple_store_source.stg_apple_store__usage_platform_version": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_platform_version", "database": "postgres", "comment": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by platform version and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "platform_version": {"type": "text", "index": 5, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "active_devices": {"type": "bigint", "index": 6, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 7, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 8, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 9, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 10, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_platform_version"}, "model.apple_store_source.stg_apple_store__usage_platform_version_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_platform_version_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "installations": {"type": "integer", "index": 6, "name": "installations", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "sessions": {"type": "integer", "index": 8, "name": "sessions", "comment": null}, "active_devices": {"type": "integer", "index": 9, "name": "active_devices", "comment": null}, "active_devices_last_30_days": {"type": "integer", "index": 10, "name": "active_devices_last_30_days", "comment": null}, "deletions": {"type": "integer", "index": 11, "name": "deletions", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_platform_version_tmp"}, "model.apple_store_source.stg_apple_store__usage_territory": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_territory", "database": "postgres", "comment": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by territory and source type.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "territory": {"type": "text", "index": 5, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "active_devices": {"type": "bigint", "index": 6, "name": "active_devices", "comment": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "active_devices_last_30_days": {"type": "bigint", "index": 7, "name": "active_devices_last_30_days", "comment": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "deletions": {"type": "bigint", "index": 8, "name": "deletions", "comment": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "bigint", "index": 9, "name": "installations", "comment": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "sessions": {"type": "bigint", "index": 10, "name": "sessions", "comment": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_territory"}, "model.apple_store_source.stg_apple_store__usage_territory_tmp": {"metadata": {"type": "VIEW", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_territory_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "installations": {"type": "integer", "index": 6, "name": "installations", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "sessions": {"type": "integer", "index": 8, "name": "sessions", "comment": null}, "active_devices": {"type": "integer", "index": 9, "name": "active_devices", "comment": null}, "active_devices_last_30_days": {"type": "integer", "index": 10, "name": "active_devices_last_30_days", "comment": null}, "deletions": {"type": "integer", "index": 11, "name": "deletions", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__usage_territory_tmp"}, "seed.apple_store_source.apple_store_country_codes": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store_apple_store_source", "name": "apple_store_country_codes", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"country_name": {"type": "character varying(255)", "index": 1, "name": "country_name", "comment": null}, "alternative_country_name": {"type": "character varying(255)", "index": 2, "name": "alternative_country_name", "comment": null}, "country_code_numeric": {"type": "integer", "index": 3, "name": "country_code_numeric", "comment": null}, "country_code_alpha_2": {"type": "text", "index": 4, "name": "country_code_alpha_2", "comment": null}, "country_code_alpha_3": {"type": "text", "index": 5, "name": "country_code_alpha_3", "comment": null}, "region": {"type": "character varying(255)", "index": 6, "name": "region", "comment": null}, "region_code": {"type": "integer", "index": 7, "name": "region_code", "comment": null}, "sub_region": {"type": "character varying(255)", "index": 8, "name": "sub_region", "comment": null}, "sub_region_code": {"type": "integer", "index": 9, "name": "sub_region_code", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_source.apple_store_country_codes"}}, "sources": {"source.apple_store_source.apple_store.app": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "app", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "is_enabled": {"type": "boolean", "index": 2, "name": "is_enabled", "comment": null}, "name": {"type": "text", "index": 3, "name": "name", "comment": null}, "asset_token": {"type": "text", "index": 4, "name": "asset_token", "comment": null}, "pre_order_info": {"type": "integer", "index": 5, "name": "pre_order_info", "comment": null}, "icon_url": {"type": "text", "index": 6, "name": "icon_url", 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"label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.app_store_platform_version_source_type_report"}, "source.apple_store_source.apple_store.app_store_source_type_device_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "app_store_source_type_device", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "impressions": {"type": "integer", "index": 6, "name": "impressions", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "impressions_unique_device": {"type": "integer", "index": 8, "name": "impressions_unique_device", "comment": null}, "page_views": {"type": "integer", "index": 9, "name": "page_views", "comment": null}, "page_views_unique_device": {"type": "integer", "index": 10, "name": "page_views_unique_device", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.app_store_source_type_device_report"}, "source.apple_store_source.apple_store.app_store_territory_source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "app_store_territory_source_type", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "impressions": {"type": "integer", "index": 6, "name": "impressions", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "impressions_unique_device": {"type": "integer", "index": 8, "name": "impressions_unique_device", "comment": null}, "page_views": {"type": "integer", "index": 9, "name": "page_views", "comment": null}, "page_views_unique_device": {"type": "integer", "index": 10, "name": "page_views_unique_device", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.app_store_territory_source_type_report"}, "source.apple_store_source.apple_store.crashes_app_version_device_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "crashes_app_version", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 2, "name": "app_version", "comment": null}, "date": {"type": "timestamp without time zone", "index": 3, "name": "date", "comment": null}, "device": {"type": "text", "index": 4, "name": "device", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "crashes": {"type": "integer", "index": 6, "name": "crashes", "comment": null}, "_fivetran_synced": {"type": "timestamp without 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"meets_threshold", "comment": null}, "crashes": {"type": "integer", "index": 6, "name": "crashes", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.crashes_platform_version_device_report"}, "source.apple_store_source.apple_store.downloads_platform_version_source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "downloads_platform_version_source_type", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.downloads_platform_version_source_type_report"}, "source.apple_store_source.apple_store.downloads_source_type_device_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "downloads_source_type_device", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "device": {"type": "text", "index": 3, "name": "device", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.downloads_source_type_device_report"}, "source.apple_store_source.apple_store.downloads_territory_source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "downloads_territory_source_type", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"app_id": {"type": "integer", "index": 1, "name": "app_id", "comment": null}, "date": {"type": "timestamp without time zone", "index": 2, "name": "date", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "meets_threshold": {"type": "boolean", "index": 5, "name": "meets_threshold", "comment": null}, "first_time_downloads": {"type": "integer", "index": 6, "name": "first_time_downloads", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 7, "name": "_fivetran_synced", "comment": null}, "redownloads": {"type": "integer", "index": 8, "name": "redownloads", "comment": null}, "total_downloads": {"type": "integer", "index": 9, "name": "total_downloads", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "source.apple_store_source.apple_store.downloads_territory_source_type_report"}, "source.apple_store_source.apple_store.sales_account": {"metadata": {"type": "BASE TABLE", "schema": "zz_apple_store", "name": "sales_account", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": 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"seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily"}, "seed.apple_store_integration_tests.sales_subscription_event_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_event_summary", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary"}, "seed.apple_store_integration_tests.sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_summary", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 4, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 6, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 7, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": "double precision", "index": 9, "name": "customer_price", "comment": null}, "customer_currency": {"type": "text", "index": 10, "name": "customer_currency", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 11, "name": "developer_proceeds", "comment": null}, "proceeds_currency": {"type": "text", "index": 12, "name": "proceeds_currency", "comment": null}, "preserved_pricing": {"type": "text", "index": 13, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 14, "name": "proceeds_reason", "comment": null}, "subscription_offer_name": {"type": "text", "index": 15, "name": "subscription_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 16, "name": "promotional_offer_id", "comment": null}, "state": {"type": "text", "index": 17, "name": "state", "comment": null}, "country": {"type": "text", "index": 18, "name": "country", "comment": null}, "device": {"type": "text", "index": 19, "name": "device", "comment": null}, "client": {"type": "text", "index": 20, "name": "client", "comment": null}, "active_standard_price_subscriptions": {"type": "integer", "index": 21, "name": "active_standard_price_subscriptions", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 22, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 23, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 24, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": null}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 25, "name": "free_trial_promotional_offer_subscriptions", "comment": null}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 26, "name": "pay_up_front_promotional_offer_subscriptions", "comment": null}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 27, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": null}, "marketing_opt_ins": {"type": "integer", "index": 28, "name": "marketing_opt_ins", "comment": null}, "billing_retry": {"type": "integer", "index": 29, "name": "billing_retry", "comment": null}, "grace_period": {"type": "integer", "index": 30, "name": "grace_period", "comment": null}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 31, "name": "free_trial_offer_code_subscriptions", "comment": null}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 32, "name": "pay_up_front_offer_code_subscriptions", "comment": null}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 33, "name": "pay_as_you_go_offer_code_subscriptions", "comment": null}, "subscribers": {"type": "integer", "index": 34, "name": "subscribers", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 35, "name": "_fivetran_synced", "comment": null}, "date": {"type": "date", "index": 36, "name": "date", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_summary"}, "model.apple_store.apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__app_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and app version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 9, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 10, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 11, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 22, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 24, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 25, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 26, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 18, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 19, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 20, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 21, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", 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"Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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Description
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Source Tables
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"/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.usage_source_type_device": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_source_type_device", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "usage_source_type_device.csv", "original_file_path": "seeds/usage_source_type_device.csv", "unique_id": "seed.apple_store_integration_tests.usage_source_type_device", "fqn": ["apple_store_integration_tests", "usage_source_type_device"], "alias": "usage_source_type_device", "checksum": {"name": "sha256", "checksum": "ca857085f977919b813bacfefa6afa96300b79d52a32863196b9f845ae8238ea"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": 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{"database": "postgres", "schema": "zz_apple_store", "name": "app_store_territory_source_type", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_territory_source_type.csv", "original_file_path": "seeds/app_store_territory_source_type.csv", "unique_id": "seed.apple_store_integration_tests.app_store_territory_source_type", "fqn": ["apple_store_integration_tests", "app_store_territory_source_type"], "alias": "app_store_territory_source_type", "checksum": {"name": "sha256", "checksum": "aa2bf923c4eef06c7fa887aadf76d91dbf9b0bafa459d5aa1960aa37002e1701"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", 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"resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_platform_version_source_type.csv", "original_file_path": "seeds/app_store_platform_version_source_type.csv", "unique_id": "seed.apple_store_integration_tests.app_store_platform_version_source_type", "fqn": ["apple_store_integration_tests", "app_store_platform_version_source_type"], "alias": "app_store_platform_version_source_type", "checksum": {"name": "sha256", "checksum": "74a40190c4d38c8045b00064e33a3158b5f523d863c8102a5d27afdfdd5d91b9"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}}, "created_at": 1721750191.453245, "relation_name": "\"postgres\".\"zz_apple_store\".\"app_store_platform_version_source_type\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.usage_platform_version_source_type": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_platform_version_source_type", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": 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"description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}}, "created_at": 1721750191.4558132, "relation_name": "\"postgres\".\"zz_apple_store\".\"downloads_platform_version_source_type\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app": {"database": "postgres", "schema": "zz_apple_store", "name": "app", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app.csv", "original_file_path": "seeds/app.csv", "unique_id": "seed.apple_store_integration_tests.app", "fqn": ["apple_store_integration_tests", "app"], "alias": "app", "checksum": {"name": "sha256", "checksum": 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1721750191.457073, "relation_name": "\"postgres\".\"zz_apple_store\".\"app\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_store_source_type_device": {"database": "postgres", "schema": "zz_apple_store", "name": "app_store_source_type_device", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_source_type_device.csv", "original_file_path": "seeds/app_store_source_type_device.csv", "unique_id": "seed.apple_store_integration_tests.app_store_source_type_device", "fqn": ["apple_store_integration_tests", "app_store_source_type_device"], "alias": "app_store_source_type_device", "checksum": {"name": "sha256", "checksum": "26931abb7272dd2c12b82a14ad4377893897aa2e4390948e7a609b59da8337a9"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "timestamp"}}, "created_at": 1721750191.458343, "relation_name": "\"postgres\".\"zz_apple_store\".\"app_store_source_type_device\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__crashes_app_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_app_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__crashes_app_version.sql", "original_file_path": "models/stg_apple_store__crashes_app_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__crashes_app_version", "fqn": ["apple_store_source", "stg_apple_store__crashes_app_version"], "alias": "stg_apple_store__crashes_app_version", "checksum": {"name": "sha256", "checksum": "9a3deffc006a6d9c07dcd13cd2193059c0f3924dca124f1b5e01e65bdf846807"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily crashes by app version and device.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.0991821, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__crashes_app_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__crashes_app_version_tmp')),\n staging_columns=get_crashes_app_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_app_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__crashes_app_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_crashes_app_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_app_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__crashes_app_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(device as TEXT) as device,\n cast(app_version as TEXT) as app_version,\n cast(crashes as bigint) as crashes\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_account": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_account", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_account.sql", "original_file_path": "models/stg_apple_store__sales_account.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_account", "fqn": ["apple_store_source", "stg_apple_store__sales_account"], "alias": "stg_apple_store__sales_account", "checksum": {"name": "sha256", "checksum": "095c471c3244e4bf9d2d4730b8483b2a16e8f606219b70f36c295f42a2954fd8"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing sales account data.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Sales Account Name associated with the Sales Account ID, app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.101558, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__sales_account_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_account_tmp')),\n staging_columns=get_sales_account_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as account_id,\n cast(name as {{ dbt.type_string() }}) as account_name\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_account_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_account_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_account_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__sales_account_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_account.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as account_id,\n cast(name as TEXT) as account_name\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_app_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_app_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__usage_app_version.sql", "original_file_path": "models/stg_apple_store__usage_app_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_app_version", "fqn": ["apple_store_source", "stg_apple_store__usage_app_version"], "alias": "stg_apple_store__usage_app_version", "checksum": {"name": "sha256", "checksum": "a4ede73d1ee0c72af6920f0ed0829ba1f98b5bb4d36efb847c15875f98b1bc47"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by app version and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.103051, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__usage_app_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__usage_app_version_tmp')),\n staging_columns=get_usage_app_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(active_devices as {{ dbt.type_bigint() }}) as active_devices,\n cast(active_devices_last_30_days as {{ dbt.type_bigint() }}) as active_devices_last_30_days,\n cast(deletions as {{ dbt.type_bigint() }}) as deletions,\n cast(installations as {{ dbt.type_bigint() }}) as installations,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__usage_app_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__usage_app_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_usage_app_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__usage_app_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__usage_app_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(app_version as TEXT) as app_version,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_platform_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_platform_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_platform_version.sql", "original_file_path": "models/stg_apple_store__app_store_platform_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_platform_version", "fqn": ["apple_store_source", "stg_apple_store__app_store_platform_version"], "alias": "stg_apple_store__app_store_platform_version", "checksum": {"name": "sha256", "checksum": "eca34ea3e93c9d2ea2b2aa0d97b2be896198cc0e9a2821783c75b78b59fe7178"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by platform version and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.0982132, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_platform_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_platform_version_tmp')),\n staging_columns=get_app_store_platform_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(impressions as {{ dbt.type_bigint() }}) as impressions,\n cast(impressions_unique_device as {{ dbt.type_bigint() }}) as impressions_unique_device,\n cast(page_views as {{ dbt.type_bigint() }}) as page_views,\n cast(page_views_unique_device as {{ dbt.type_bigint() }}) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_platform_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_platform_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_platform_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_platform_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_platform_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_territory": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_territory", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_territory.sql", "original_file_path": "models/stg_apple_store__app_store_territory.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_territory", "fqn": ["apple_store_source", "stg_apple_store__app_store_territory"], "alias": "stg_apple_store__app_store_territory", "checksum": {"name": "sha256", "checksum": "e7a8957c0fe38ae4991cf100e4736991490481739abcc679c7661bcb523b3319"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by territory and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.098776, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_territory_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_territory_tmp')),\n staging_columns=get_app_store_territory_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(impressions as {{ dbt.type_bigint() }}) as impressions,\n cast(impressions_unique_device as {{ dbt.type_bigint() }}) as impressions_unique_device,\n cast(page_views as {{ dbt.type_bigint() }}) as page_views,\n cast(page_views_unique_device as {{ dbt.type_bigint() }}) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_territory_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_territory_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_territory_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_territory_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_territory.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_device": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_device", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_device.sql", "original_file_path": "models/stg_apple_store__app_store_device.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_device", "fqn": ["apple_store_source", "stg_apple_store__app_store_device"], "alias": "stg_apple_store__app_store_device", "checksum": {"name": "sha256", "checksum": "7144fbac9c1db2a38194a1f9b73b488a419b2a5e90f7af566780daf441ea58dc"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by device and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.0977302, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_device_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_device_tmp')),\n staging_columns=get_app_store_device_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(impressions as {{ dbt.type_bigint() }}) as impressions,\n cast(impressions_unique_device as {{ dbt.type_bigint() }}) as impressions_unique_device,\n cast(page_views as {{ dbt.type_bigint() }}) as page_views,\n cast(page_views_unique_device as {{ dbt.type_bigint() }}) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_device_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_device_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_device_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_device_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_device.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_device": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_device", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__usage_device.sql", "original_file_path": "models/stg_apple_store__usage_device.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_device", "fqn": ["apple_store_source", "stg_apple_store__usage_device"], "alias": "stg_apple_store__usage_device", "checksum": {"name": "sha256", "checksum": "fff7e9905895526f3cf30fa168413eb73ccf32e63aaea4b6ba64498ab2a64980"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by device and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.103522, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__usage_device_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__usage_device_tmp')),\n staging_columns=get_usage_device_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(active_devices as {{ dbt.type_bigint() }}) as active_devices,\n cast(active_devices_last_30_days as {{ dbt.type_bigint() }}) as active_devices_last_30_days,\n cast(deletions as {{ dbt.type_bigint() }}) as deletions,\n cast(installations as {{ dbt.type_bigint() }}) as installations,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__usage_device_tmp", "package": null, "version": null}, {"name": "stg_apple_store__usage_device_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_usage_device_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__usage_device_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__usage_device.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_device": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_device", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__downloads_device.sql", "original_file_path": "models/stg_apple_store__downloads_device.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_device", "fqn": ["apple_store_source", "stg_apple_store__downloads_device"], "alias": "stg_apple_store__downloads_device", "checksum": {"name": "sha256", "checksum": "78734bac4bfa3b17ac6276805ac13c55e6e838cc068eb323bc455f68b9ba7b3b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by device and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.100024, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__downloads_device_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__downloads_device_tmp')),\n staging_columns=get_downloads_device_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(first_time_downloads as {{ dbt.type_bigint() }}) as first_time_downloads,\n cast(redownloads as {{ dbt.type_bigint() }}) as redownloads,\n cast(total_downloads as {{ dbt.type_bigint() }}) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_device_tmp", "package": null, "version": null}, {"name": "stg_apple_store__downloads_device_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_downloads_device_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_device_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__downloads_device.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "398135389a4aa02a5ae93475a2e0b8a0ddcb855b73cad564f3e3061d92a198a8"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The subscription event associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "The number of occurrences of a given subscription event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.102036, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(account_number as {{ dbt.type_bigint() }}) as account_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as {{ dbt.type_string() }}) as device,\n sum(cast(quantity as {{ dbt.type_bigint() }})) as quantity\n from fields\n {{ dbt_utils.group_by(9) }}\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _filename\n \n as \n \n _filename\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n _index\n \n as \n \n _index\n \n, \n \n \n account_number\n \n as \n \n account_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(account_number as bigint) as account_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(event as TEXT) as event,\n cast(country as TEXT) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as TEXT) as device,\n sum(cast(quantity as bigint)) as quantity\n from fields\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_territory": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_territory", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__usage_territory.sql", "original_file_path": "models/stg_apple_store__usage_territory.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_territory", "fqn": ["apple_store_source", "stg_apple_store__usage_territory"], "alias": "stg_apple_store__usage_territory", "checksum": {"name": "sha256", "checksum": "a367cd688becc0476188db3542a4aaee404ab6a09bfb63d9d9490c642af9e1da"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by territory and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.1044748, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__usage_territory_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__usage_territory_tmp')),\n staging_columns=get_usage_territory_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(active_devices as {{ dbt.type_bigint() }}) as active_devices,\n cast(active_devices_last_30_days as {{ dbt.type_bigint() }}) as active_devices_last_30_days,\n cast(deletions as {{ dbt.type_bigint() }}) as deletions,\n cast(installations as {{ dbt.type_bigint() }}) as installations,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__usage_territory_tmp", "package": null, "version": null}, {"name": "stg_apple_store__usage_territory_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_usage_territory_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__usage_territory_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__usage_territory.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "9da202e829f57231301a3a4418d4d5e0bf18fd1171d62f01c41848ac61df9dd7"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.102536, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast({{ get_date_from_string( dbt.split_part(string_text='_filename', delimiter_text=\"'_'\", part_number=3)) }} as date) as date_day, \n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(account_number as {{ dbt.type_bigint() }}) as account_id,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as {{ dbt.type_string() }}) as device,\n sum(cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_bigint() }})) as active_free_trial_introductory_offer_subscriptions,\n sum(cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_bigint() }})) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_bigint() }})) as active_pay_up_front_introductory_offer_subscriptions,\n sum(cast(active_standard_price_subscriptions as {{ dbt.type_bigint() }})) as active_standard_price_subscriptions\n from fields\n {{ dbt_utils.group_by(8) }}\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.split_part", "macro.apple_store_source.get_date_from_string", "macro.dbt.type_bigint", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _filename\n \n as \n \n _filename\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n _index\n \n as \n \n _index\n \n, \n \n \n account_number\n \n as \n \n account_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(\n\n to_date(\n \n\n \n \n\n split_part(\n _filename,\n '_',\n 3\n )\n\n\n \n\n, \n 'YYYYMMDD'\n )\n\n as date) as date_day, \n cast(app_name as TEXT) as app_name,\n cast(account_number as bigint) as account_id,\n cast(country as TEXT) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(subscription_name as TEXT) as subscription_name,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as TEXT) as device,\n sum(cast(active_free_trial_introductory_offer_subscriptions as bigint)) as active_free_trial_introductory_offer_subscriptions,\n sum(cast(active_pay_as_you_go_introductory_offer_subscriptions as bigint)) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(cast(active_pay_up_front_introductory_offer_subscriptions as bigint)) as active_pay_up_front_introductory_offer_subscriptions,\n sum(cast(active_standard_price_subscriptions as bigint)) as active_standard_price_subscriptions\n from fields\n group by 1,2,3,4,5,6,7,8\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__crashes_platform_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_platform_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__crashes_platform_version.sql", "original_file_path": "models/stg_apple_store__crashes_platform_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__crashes_platform_version", "fqn": ["apple_store_source", "stg_apple_store__crashes_platform_version"], "alias": "stg_apple_store__crashes_platform_version", "checksum": {"name": "sha256", "checksum": "8a85157f1c1e5aa7a1c449be70cea665b4182605166b8fbf0a838347c24c2f4e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily crashes by platform version and device.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.099583, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__crashes_platform_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__crashes_platform_version_tmp')),\n staging_columns=get_crashes_platform_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_platform_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__crashes_platform_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_crashes_platform_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_platform_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__crashes_platform_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app.sql", "original_file_path": "models/stg_apple_store__app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app", "fqn": ["apple_store_source", "stg_apple_store__app"], "alias": "stg_apple_store__app", "checksum": {"name": "sha256", "checksum": "07d3e747b8393261a80b5cf944ecc50b21fcc7b9ddb0dff685cef57c83ffb675"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.097013, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_tmp')),\n staging_columns=get_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name,\n is_enabled\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_opt_in_rate\n \n as \n \n app_opt_in_rate\n \n, \n \n \n asset_token\n \n as \n \n asset_token\n \n, \n \n \n icon_url\n \n as \n \n icon_url\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n ios\n \n as \n \n ios\n \n, \n \n \n is_bundle\n \n as \n \n is_bundle\n \n, \n \n \n is_enabled\n \n as \n \n is_enabled\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n pre_order_info\n \n as \n \n pre_order_info\n \n, \n \n \n tvos\n \n as \n \n tvos\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name,\n is_enabled\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_platform_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_platform_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__downloads_platform_version.sql", "original_file_path": "models/stg_apple_store__downloads_platform_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_platform_version", "fqn": ["apple_store_source", "stg_apple_store__downloads_platform_version"], "alias": "stg_apple_store__downloads_platform_version", "checksum": {"name": "sha256", "checksum": "54dc0995dd57965236a0f5277ce13110cb24fe28b32047afd9c914631fc3df1a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by platform version and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.1004748, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__downloads_platform_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__downloads_platform_version_tmp')),\n staging_columns=get_downloads_platform_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(first_time_downloads as {{ dbt.type_bigint() }}) as first_time_downloads,\n cast(redownloads as {{ dbt.type_bigint() }}) as redownloads,\n cast(total_downloads as {{ dbt.type_bigint() }}) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_platform_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__downloads_platform_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_downloads_platform_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_platform_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__downloads_platform_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_platform_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_platform_version", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__usage_platform_version.sql", "original_file_path": "models/stg_apple_store__usage_platform_version.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_platform_version", "fqn": ["apple_store_source", "stg_apple_store__usage_platform_version"], "alias": "stg_apple_store__usage_platform_version", "checksum": {"name": "sha256", "checksum": "3b3836d9c44703c3371c038b17ab70024c98c88df7ee9905be435fd9f4631c26"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by platform version and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.103992, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__usage_platform_version_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__usage_platform_version_tmp')),\n staging_columns=get_usage_platform_version_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(active_devices as {{ dbt.type_bigint() }}) as active_devices,\n cast(active_devices_last_30_days as {{ dbt.type_bigint() }}) as active_devices_last_30_days,\n cast(deletions as {{ dbt.type_bigint() }}) as deletions,\n cast(installations as {{ dbt.type_bigint() }}) as installations,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__usage_platform_version_tmp", "package": null, "version": null}, {"name": "stg_apple_store__usage_platform_version_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_usage_platform_version_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__usage_platform_version_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__usage_platform_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_territory": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_territory", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__downloads_territory.sql", "original_file_path": "models/stg_apple_store__downloads_territory.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_territory", "fqn": ["apple_store_source", "stg_apple_store__downloads_territory"], "alias": "stg_apple_store__downloads_territory", "checksum": {"name": "sha256", "checksum": "b8860c42779dcc7a67325b935b11e7579b0326d4629d89e5e7ab203356c7cc23"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by territory and source type.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.100946, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__downloads_territory_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__downloads_territory_tmp')),\n staging_columns=get_downloads_territory_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(first_time_downloads as {{ dbt.type_bigint() }}) as first_time_downloads,\n cast(redownloads as {{ dbt.type_bigint() }}) as redownloads,\n cast(total_downloads as {{ dbt.type_bigint() }}) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_territory_tmp", "package": null, "version": null}, {"name": "stg_apple_store__downloads_territory_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_downloads_territory_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_territory_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__downloads_territory.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_tmp"], "alias": "stg_apple_store__app_tmp", "checksum": {"name": "sha256", "checksum": "2339889473d52a78fc0b29748504ce6992d5f7bdfe0f4177bf097316b53b97a7"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.7715578, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app"], ["apple_store", "app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.7915509, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"sales_subscription_events\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_platform_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_platform_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__usage_platform_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__usage_platform_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_platform_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__usage_platform_version_tmp"], "alias": "stg_apple_store__usage_platform_version_tmp", "checksum": {"name": "sha256", "checksum": "a93dea71d4699f5ff4e6e0c3f8ad95763d272a0f2d246aca40694cb251adb988"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.796428, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='usage_platform_version_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='usage_platform_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "usage_platform_version_source_type_report"], ["apple_store", "usage_platform_version_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.usage_platform_version_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__usage_platform_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"usage_platform_version_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_territory_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_territory_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_territory_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_territory_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_territory_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_territory_tmp"], "alias": "stg_apple_store__app_store_territory_tmp", "checksum": {"name": "sha256", "checksum": "4b1d4672dd54e71dfa0276bd63dc2e0b5d99a5f2a1d507863906603c12020165"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.801406, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_territory_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_territory',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_territory_source_type_report"], ["apple_store", "app_store_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_territory_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_territory_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"app_store_territory_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_territory_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_territory_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__downloads_territory_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__downloads_territory_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_territory_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__downloads_territory_tmp"], "alias": "stg_apple_store__downloads_territory_tmp", "checksum": {"name": "sha256", "checksum": "b6a718a7b8487f31978c8817afe21fd14509982d69679b93866dbe4a2edb0efd"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.805483, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='downloads_territory_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='downloads_territory',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "downloads_territory_source_type_report"], ["apple_store", "downloads_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.downloads_territory_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__downloads_territory_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"downloads_territory_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_account_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_account_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_account_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_account_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_account_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_account_tmp"], "alias": "stg_apple_store__sales_account_tmp", "checksum": {"name": "sha256", "checksum": "4baecbf1756a2c23be29d4f644ca9442f341932e7354d15c9c8196b20843f27b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.809856, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='sales_account', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_account',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_account"], ["apple_store", "sales_account"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_account"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_account_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"sales_account\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_platform_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_platform_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__downloads_platform_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__downloads_platform_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_platform_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__downloads_platform_version_tmp"], "alias": "stg_apple_store__downloads_platform_version_tmp", "checksum": {"name": "sha256", "checksum": "6f80ca537a80908f197182ca8b862042b38419023d7b6fe0c7e5709c9f53dfc0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.8141818, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='downloads_platform_version_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='downloads_platform_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "downloads_platform_version_source_type_report"], ["apple_store", "downloads_platform_version_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.downloads_platform_version_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__downloads_platform_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"downloads_platform_version_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_territory_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_territory_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__usage_territory_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__usage_territory_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_territory_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__usage_territory_tmp"], "alias": "stg_apple_store__usage_territory_tmp", "checksum": {"name": "sha256", "checksum": "e367fe4538720f9e94ea6bad95ce9e7dacb7c69e9cf5a848c3db46fa1458a716"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.818048, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='usage_territory_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='usage_territory',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "usage_territory_source_type_report"], ["apple_store", "usage_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.usage_territory_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__usage_territory_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"usage_territory_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__crashes_app_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_app_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__crashes_app_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__crashes_app_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__crashes_app_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__crashes_app_version_tmp"], "alias": "stg_apple_store__crashes_app_version_tmp", "checksum": {"name": "sha256", "checksum": "a13e8fd746597dd1775e5cde606e5a2a1caeeb05471d4f4b81354b36ad37987b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.822433, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='crashes_app_version_device_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='crashes_app_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "crashes_app_version_device_report"], ["apple_store", "crashes_app_version_device_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.crashes_app_version_device_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__crashes_app_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"crashes_app_version\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__downloads_device_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__downloads_device_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__downloads_device_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__downloads_device_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__downloads_device_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__downloads_device_tmp"], "alias": "stg_apple_store__downloads_device_tmp", "checksum": {"name": "sha256", "checksum": "3907d849cadb5c2821f03e444cdec6dd4db01a3654fe406a408287eb644e7f66"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.826089, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='downloads_source_type_device_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='downloads_device',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "downloads_source_type_device_report"], ["apple_store", "downloads_source_type_device_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.downloads_source_type_device_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__downloads_device_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"downloads_source_type_device\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.829652, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__crashes_platform_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__crashes_platform_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__crashes_platform_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__crashes_platform_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__crashes_platform_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__crashes_platform_version_tmp"], "alias": "stg_apple_store__crashes_platform_version_tmp", "checksum": {"name": "sha256", "checksum": "78f1764099941be619c811bb847f18d9b5e550b0988e8948c513931339bafd74"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.833527, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='crashes_platform_version_device_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='crashes_platform_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "crashes_platform_version_device_report"], ["apple_store", "crashes_platform_version_device_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.crashes_platform_version_device_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__crashes_platform_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"crashes_platform_version\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_device_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_device_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_device_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_device_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_device_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_device_tmp"], "alias": "stg_apple_store__app_store_device_tmp", "checksum": {"name": "sha256", "checksum": "b5c26076bac718c9671f4bb1758056dd492cf21e834e5c2d48aaea14a068a604"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.837088, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_source_type_device_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_device',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_source_type_device_report"], ["apple_store", "app_store_source_type_device_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_source_type_device_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_device_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"app_store_source_type_device\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_app_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_app_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__usage_app_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__usage_app_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_app_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__usage_app_version_tmp"], "alias": "stg_apple_store__usage_app_version_tmp", "checksum": {"name": "sha256", "checksum": "dc820a0723f1e956c96506ef32ec59d9bafd1189dded032ef540d7dd4af44713"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.841343, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='usage_app_version_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='usage_app_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "usage_app_version_source_type_report"], ["apple_store", "usage_app_version_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.usage_app_version_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__usage_app_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"usage_app_version_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_platform_version_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__app_store_platform_version_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_platform_version_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_platform_version_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_platform_version_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_platform_version_tmp"], "alias": "stg_apple_store__app_store_platform_version_tmp", "checksum": {"name": "sha256", "checksum": "55b18082ff86407cfc26c6f355a767e3d7638ae5740ec76587143d5fad14b440"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.844906, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_platform_version_source_type_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_platform_version',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_platform_version_source_type_report"], ["apple_store", "app_store_platform_version_source_type_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_platform_version_source_type_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_platform_version_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"app_store_platform_version_source_type\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__usage_device_tmp": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "stg_apple_store__usage_device_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__usage_device_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__usage_device_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__usage_device_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__usage_device_tmp"], "alias": "stg_apple_store__usage_device_tmp", "checksum": {"name": "sha256", "checksum": "0d6232dba9064a94b585142d0d46d10f7b91e01a2af74a349ea17f20c8fd001e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.848528, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='usage_source_type_device_report', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='usage_device',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "usage_source_type_device_report"], ["apple_store", "usage_source_type_device_report"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.usage_source_type_device_report"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__usage_device_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n select * \n from \"postgres\".\"zz_apple_store\".\"usage_source_type_device\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "zz_apple_store_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1721750192.2024572, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "39a86fc6d408f3a84074c6352f100e35cabe001e1429fb021a9fc5377c820a74"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.2127612, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\napp_store_source_type as (\n\n select *\n from {{ ref('int_apple_store__app_store_source_type') }}\n),\n\ndownloads_source_type as (\n\n select *\n from {{ ref('int_apple_store__downloads_source_type') }}\n),\n\nusage_source_type as (\n\n select *\n from {{ ref('int_apple_store__usage_source_type') }}\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type\n from app_store_source_type\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n coalesce(app_store_source_type.impressions, 0) as impressions,\n coalesce(app_store_source_type.page_views, 0) as page_views,\n coalesce(downloads_source_type.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_source_type.redownloads, 0) as redownloads,\n coalesce(downloads_source_type.total_downloads, 0) as total_downloads,\n coalesce(usage_source_type.active_devices, 0) as active_devices,\n coalesce(usage_source_type.deletions, 0) as deletions,\n coalesce(usage_source_type.installations, 0) as installations,\n coalesce(usage_source_type.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_source_type\n on reporting_grain.date_day = app_store_source_type.date_day\n and reporting_grain.source_relation = app_store_source_type.source_relation\n and reporting_grain.app_id = app_store_source_type.app_id \n and reporting_grain.source_type = app_store_source_type.source_type\n left join downloads_source_type\n on reporting_grain.date_day = downloads_source_type.date_day\n and reporting_grain.source_relation = downloads_source_type.source_relation\n and reporting_grain.app_id = downloads_source_type.app_id \n and reporting_grain.source_type = downloads_source_type.source_type\n left join usage_source_type\n on reporting_grain.date_day = usage_source_type.date_day\n and reporting_grain.source_relation = usage_source_type.source_relation\n and reporting_grain.app_id = usage_source_type.app_id \n and reporting_grain.source_type = usage_source_type.source_type\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "int_apple_store__app_store_source_type", "package": null, "version": null}, {"name": "int_apple_store__downloads_source_type", "package": null, "version": null}, {"name": "int_apple_store__usage_source_type", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store.int_apple_store__app_store_source_type", "model.apple_store.int_apple_store__downloads_source_type", "model.apple_store.int_apple_store__usage_source_type"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_store_source_type as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__downloads_source_type as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__usage_source_type as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__app_store_source_type\n),\n\ndownloads_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__downloads_source_type\n),\n\nusage_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__usage_source_type\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type\n from app_store_source_type\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n coalesce(app_store_source_type.impressions, 0) as impressions,\n coalesce(app_store_source_type.page_views, 0) as page_views,\n coalesce(downloads_source_type.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_source_type.redownloads, 0) as redownloads,\n coalesce(downloads_source_type.total_downloads, 0) as total_downloads,\n coalesce(usage_source_type.active_devices, 0) as active_devices,\n coalesce(usage_source_type.deletions, 0) as deletions,\n coalesce(usage_source_type.installations, 0) as installations,\n coalesce(usage_source_type.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_source_type\n on reporting_grain.date_day = app_store_source_type.date_day\n and reporting_grain.source_relation = app_store_source_type.source_relation\n and reporting_grain.app_id = app_store_source_type.app_id \n and reporting_grain.source_type = app_store_source_type.source_type\n left join downloads_source_type\n on reporting_grain.date_day = downloads_source_type.date_day\n and reporting_grain.source_relation = downloads_source_type.source_relation\n and reporting_grain.app_id = downloads_source_type.app_id \n and reporting_grain.source_type = downloads_source_type.source_type\n left join usage_source_type\n on reporting_grain.date_day = usage_source_type.date_day\n and reporting_grain.source_relation = usage_source_type.source_relation\n and reporting_grain.app_id = usage_source_type.app_id \n and reporting_grain.source_type = usage_source_type.source_type\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_store_source_type", "sql": " __dbt__cte__int_apple_store__app_store_source_type as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__downloads_source_type", "sql": " __dbt__cte__int_apple_store__downloads_source_type as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__usage_source_type", "sql": " __dbt__cte__int_apple_store__usage_source_type as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "e434eaf6ca9a3e42a3b896cf599be73aeb270d851403909f72a2f2690daa0533"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_id": {"name": "account_id", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_name": {"name": "account_name", "description": "Sales Account Name associated with the Sales Account ID, app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.21069, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select *\n from {{ ref('int_apple_store__sales_subscription_summary') }}\n),\n\nsubscription_events as (\n\n select *\n from {{ ref('int_apple_store__sales_subscription_events') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_summary\n union all\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_events\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.account_id,\n reporting_grain.account_name, \n reporting_grain.app_id,\n reporting_grain.app_name,\n reporting_grain.subscription_name, \n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n reporting_grain.country as territory_short,\n reporting_grain.state,\n country_codes.region, \n country_codes.sub_region,\n coalesce(subscription_summary.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'subscription_events.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain\n left join subscription_summary\n on reporting_grain.date_day = subscription_summary.date_day\n and reporting_grain.source_relation = subscription_summary.source_relation\n and reporting_grain.account_id = subscription_summary.account_id \n and reporting_grain.app_name = subscription_summary.app_name\n and reporting_grain.subscription_name = subscription_summary.subscription_name\n and reporting_grain.country = subscription_summary.country\n and (reporting_grain.state = subscription_summary.state or (reporting_grain.state is null and subscription_summary.state is null))\n left join subscription_events\n on reporting_grain.date_day = subscription_events.date_day\n and reporting_grain.source_relation = subscription_events.source_relation\n and reporting_grain.account_id = subscription_events.account_id \n and reporting_grain.app_name = subscription_events.app_name\n and reporting_grain.subscription_name = subscription_events.subscription_name\n and reporting_grain.country = subscription_events.country\n and (reporting_grain.state = subscription_events.state or (reporting_grain.state is null and subscription_events.state is null))\n left join country_codes\n on reporting_grain.country = country_codes.country_code_alpha_2\n \n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "int_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__sales_subscription_summary", "model.apple_store.int_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n), subscription_summary as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_summary\n),\n\nsubscription_events as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_events\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_summary\n union all\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_events\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.account_id,\n reporting_grain.account_name, \n reporting_grain.app_id,\n reporting_grain.app_name,\n reporting_grain.subscription_name, \n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n reporting_grain.country as territory_short,\n reporting_grain.state,\n country_codes.region, \n country_codes.sub_region,\n coalesce(subscription_summary.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscription_events.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscription_events.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscription_events.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain\n left join subscription_summary\n on reporting_grain.date_day = subscription_summary.date_day\n and reporting_grain.source_relation = subscription_summary.source_relation\n and reporting_grain.account_id = subscription_summary.account_id \n and reporting_grain.app_name = subscription_summary.app_name\n and reporting_grain.subscription_name = subscription_summary.subscription_name\n and reporting_grain.country = subscription_summary.country\n and (reporting_grain.state = subscription_summary.state or (reporting_grain.state is null and subscription_summary.state is null))\n left join subscription_events\n on reporting_grain.date_day = subscription_events.date_day\n and reporting_grain.source_relation = subscription_events.source_relation\n and reporting_grain.account_id = subscription_events.account_id \n and reporting_grain.app_name = subscription_events.app_name\n and reporting_grain.subscription_name = subscription_events.subscription_name\n and reporting_grain.country = subscription_events.country\n and (reporting_grain.state = subscription_events.state or (reporting_grain.state is null and subscription_events.state is null))\n left join country_codes\n on reporting_grain.country = country_codes.country_code_alpha_2\n \n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__sales_subscription_summary", "sql": " __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.apple_store.int_apple_store__sales_subscription_events", "sql": " __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "92b94c0e396dbcdf4fe8f14fb58b7a53281b0d7811fc088b4f078b2bece750d4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.213998, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\napp_store_platform_version as (\n \n select *\n from {{ var('app_store_platform_version') }}\n),\n\ncrashes_platform_version as (\n \n select *\n from {{ ref('int_apple_store__platform_version') }}\n),\n\ndownloads_platform_version as (\n\n select *\n from {{ var('downloads_platform_version') }}\n),\n\nusage_platform_version as (\n\n select *\n from {{ var('usage_platform_version') }}\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from app_store_platform_version\n union all\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from crashes_platform_version\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.platform_version,\n coalesce(app_store_platform_version.impressions, 0) as impressions,\n coalesce(app_store_platform_version.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_platform_version.page_views, 0) as page_views,\n coalesce(app_store_platform_version.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_platform_version.crashes, 0) as crashes,\n coalesce(downloads_platform_version.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_platform_version.redownloads, 0) as redownloads,\n coalesce(downloads_platform_version.total_downloads, 0) as total_downloads,\n coalesce(usage_platform_version.active_devices, 0) as active_devices,\n coalesce(usage_platform_version.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_platform_version.deletions, 0) as deletions,\n coalesce(usage_platform_version.installations, 0) as installations,\n coalesce(usage_platform_version.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_platform_version \n on reporting_grain.date_day = app_store_platform_version.date_day\n and reporting_grain.source_relation = app_store_platform_version.source_relation\n and reporting_grain.app_id = app_store_platform_version.app_id \n and reporting_grain.source_type = app_store_platform_version.source_type\n and reporting_grain.platform_version = app_store_platform_version.platform_version\n left join crashes_platform_version\n on reporting_grain.date_day = crashes_platform_version.date_day\n and reporting_grain.source_relation = crashes_platform_version.source_relation\n and reporting_grain.app_id = crashes_platform_version.app_id\n and reporting_grain.source_type = crashes_platform_version.source_type\n and reporting_grain.platform_version = crashes_platform_version.platform_version \n left join downloads_platform_version\n on reporting_grain.date_day = downloads_platform_version.date_day\n and reporting_grain.source_relation = downloads_platform_version.source_relation\n and reporting_grain.app_id = downloads_platform_version.app_id \n and reporting_grain.source_type = downloads_platform_version.source_type\n and reporting_grain.platform_version = downloads_platform_version.platform_version\n left join usage_platform_version\n on reporting_grain.date_day = usage_platform_version.date_day\n and reporting_grain.source_relation = usage_platform_version.source_relation\n and reporting_grain.app_id = usage_platform_version.app_id \n and reporting_grain.source_type = usage_platform_version.source_type\n and reporting_grain.platform_version = usage_platform_version.platform_version\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__app_store_platform_version", "package": null, "version": null}, {"name": "int_apple_store__platform_version", "package": null, "version": null}, {"name": "stg_apple_store__downloads_platform_version", "package": null, "version": null}, {"name": "stg_apple_store__usage_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_platform_version", "model.apple_store.int_apple_store__platform_version", "model.apple_store_source.stg_apple_store__downloads_platform_version", "model.apple_store_source.stg_apple_store__usage_platform_version"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n platform_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_platform_version as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\"\n),\n\ncrashes_platform_version as (\n \n select *\n from __dbt__cte__int_apple_store__platform_version\n),\n\ndownloads_platform_version as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\"\n),\n\nusage_platform_version as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\"\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from app_store_platform_version\n union all\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from crashes_platform_version\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.platform_version,\n coalesce(app_store_platform_version.impressions, 0) as impressions,\n coalesce(app_store_platform_version.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_platform_version.page_views, 0) as page_views,\n coalesce(app_store_platform_version.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_platform_version.crashes, 0) as crashes,\n coalesce(downloads_platform_version.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_platform_version.redownloads, 0) as redownloads,\n coalesce(downloads_platform_version.total_downloads, 0) as total_downloads,\n coalesce(usage_platform_version.active_devices, 0) as active_devices,\n coalesce(usage_platform_version.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_platform_version.deletions, 0) as deletions,\n coalesce(usage_platform_version.installations, 0) as installations,\n coalesce(usage_platform_version.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_platform_version \n on reporting_grain.date_day = app_store_platform_version.date_day\n and reporting_grain.source_relation = app_store_platform_version.source_relation\n and reporting_grain.app_id = app_store_platform_version.app_id \n and reporting_grain.source_type = app_store_platform_version.source_type\n and reporting_grain.platform_version = app_store_platform_version.platform_version\n left join crashes_platform_version\n on reporting_grain.date_day = crashes_platform_version.date_day\n and reporting_grain.source_relation = crashes_platform_version.source_relation\n and reporting_grain.app_id = crashes_platform_version.app_id\n and reporting_grain.source_type = crashes_platform_version.source_type\n and reporting_grain.platform_version = crashes_platform_version.platform_version \n left join downloads_platform_version\n on reporting_grain.date_day = downloads_platform_version.date_day\n and reporting_grain.source_relation = downloads_platform_version.source_relation\n and reporting_grain.app_id = downloads_platform_version.app_id \n and reporting_grain.source_type = downloads_platform_version.source_type\n and reporting_grain.platform_version = downloads_platform_version.platform_version\n left join usage_platform_version\n on reporting_grain.date_day = usage_platform_version.date_day\n and reporting_grain.source_relation = usage_platform_version.source_relation\n and reporting_grain.app_id = usage_platform_version.app_id \n and reporting_grain.source_type = usage_platform_version.source_type\n and reporting_grain.platform_version = usage_platform_version.platform_version\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version", "sql": " __dbt__cte__int_apple_store__platform_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n platform_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "3d6788a9ce304e60723cde3d6db1c36b51d84fd6d1f67132e5a9c1d37af3cff2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.2114801, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\napp_store_territory as (\n\n select *\n from {{ var('app_store_territory') }}\n),\n\ncountry_codes as (\n\n select * \n from {{ var('apple_store_country_codes') }}\n),\n\ndownloads_territory as (\n\n select *\n from {{ var('downloads_territory') }}\n),\n\nusage_territory as (\n\n select * \n from {{ var('usage_territory') }}\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type,\n territory \n from app_store_territory\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n reporting_grain.source_type,\n reporting_grain.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(app_store_territory.impressions, 0) as impressions,\n coalesce(app_store_territory.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_territory.page_views, 0) as page_views,\n coalesce(app_store_territory.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(downloads_territory.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_territory.redownloads, 0) as redownloads,\n coalesce(downloads_territory.total_downloads, 0) as total_downloads,\n coalesce(usage_territory.active_devices, 0) as active_devices,\n coalesce(usage_territory.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_territory.deletions, 0) as deletions,\n coalesce(usage_territory.installations, 0) as installations,\n coalesce(usage_territory.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_territory \n on reporting_grain.date_day = app_store_territory.date_day\n and reporting_grain.source_relation = app_store_territory.source_relation\n and reporting_grain.app_id = app_store_territory.app_id \n and reporting_grain.source_type = app_store_territory.source_type\n and reporting_grain.territory = app_store_territory.territory\n left join downloads_territory\n on reporting_grain.date_day = downloads_territory.date_day\n and reporting_grain.source_relation = downloads_territory.source_relation\n and reporting_grain.app_id = downloads_territory.app_id \n and reporting_grain.source_type = downloads_territory.source_type\n and reporting_grain.territory = downloads_territory.territory\n left join usage_territory\n on reporting_grain.date_day = usage_territory.date_day\n and reporting_grain.source_relation = usage_territory.source_relation\n and reporting_grain.app_id = usage_territory.app_id \n and reporting_grain.source_type = usage_territory.source_type\n and reporting_grain.territory = usage_territory.territory\n left join country_codes as official_country_codes\n on reporting_grain.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on reporting_grain.territory = alternative_country_codes.alternative_country_name\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__app_store_territory", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "stg_apple_store__downloads_territory", "package": null, "version": null}, {"name": "stg_apple_store__usage_territory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_territory", "seed.apple_store_source.apple_store_country_codes", "model.apple_store_source.stg_apple_store__downloads_territory", "model.apple_store_source.stg_apple_store__usage_territory"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_territory as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\"\n),\n\ncountry_codes as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_source\".\"apple_store_country_codes\"\n),\n\ndownloads_territory as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\"\n),\n\nusage_territory as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\"\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type,\n territory \n from app_store_territory\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n reporting_grain.source_type,\n reporting_grain.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(app_store_territory.impressions, 0) as impressions,\n coalesce(app_store_territory.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_territory.page_views, 0) as page_views,\n coalesce(app_store_territory.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(downloads_territory.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_territory.redownloads, 0) as redownloads,\n coalesce(downloads_territory.total_downloads, 0) as total_downloads,\n coalesce(usage_territory.active_devices, 0) as active_devices,\n coalesce(usage_territory.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_territory.deletions, 0) as deletions,\n coalesce(usage_territory.installations, 0) as installations,\n coalesce(usage_territory.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_territory \n on reporting_grain.date_day = app_store_territory.date_day\n and reporting_grain.source_relation = app_store_territory.source_relation\n and reporting_grain.app_id = app_store_territory.app_id \n and reporting_grain.source_type = app_store_territory.source_type\n and reporting_grain.territory = app_store_territory.territory\n left join downloads_territory\n on reporting_grain.date_day = downloads_territory.date_day\n and reporting_grain.source_relation = downloads_territory.source_relation\n and reporting_grain.app_id = downloads_territory.app_id \n and reporting_grain.source_type = downloads_territory.source_type\n and reporting_grain.territory = downloads_territory.territory\n left join usage_territory\n on reporting_grain.date_day = usage_territory.date_day\n and reporting_grain.source_relation = usage_territory.source_relation\n and reporting_grain.app_id = usage_territory.app_id \n and reporting_grain.source_type = usage_territory.source_type\n and reporting_grain.territory = usage_territory.territory\n left join country_codes as official_country_codes\n on reporting_grain.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on reporting_grain.territory = alternative_country_codes.alternative_country_name\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "c4cfcc33ce42fd2d42f0bcaabf945651c4066eeae62d8a4b19775f4b7c4d31b2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.212162, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\napp_store_device as (\n\n select *\n from {{ var('app_store_device') }}\n),\n\ndownloads_device as (\n\n select *\n from {{ var('downloads_device') }}\n),\n\nusage_device as (\n\n select *\n from {{ var('usage_device') }}\n),\n\ncrashes_device as (\n\n select *\n from {{ ref('int_apple_store__crashes_device') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_device as (\n\n select *\n from {{ ref('int_apple_store__subscription_device') }}\n),\n{% endif %}\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device \n from app_store_device\n union all\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device\n from crashes_device\n),\n\nreporting_grain as (\n \n select\n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.device,\n coalesce(app_store_device.impressions, 0) as impressions,\n coalesce(app_store_device.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_device.page_views, 0) as page_views,\n coalesce(app_store_device.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_device.crashes, 0) as crashes,\n coalesce(downloads_device.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_device.redownloads, 0) as redownloads,\n coalesce(downloads_device.total_downloads, 0) as total_downloads,\n coalesce(usage_device.active_devices, 0) as active_devices,\n coalesce(usage_device.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_device.deletions, 0) as deletions,\n coalesce(usage_device.installations, 0) as installations,\n coalesce(usage_device.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(subscription_device.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_device.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'subscription_device.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_device \n on reporting_grain.date_day = app_store_device.date_day\n and reporting_grain.source_relation = app_store_device.source_relation\n and reporting_grain.app_id = app_store_device.app_id \n and reporting_grain.source_type = app_store_device.source_type\n and reporting_grain.device = app_store_device.device\n left join crashes_device\n on reporting_grain.date_day = crashes_device.date_day\n and reporting_grain.source_relation = crashes_device.source_relation\n and reporting_grain.app_id = crashes_device.app_id\n and reporting_grain.source_type = crashes_device.source_type\n and reporting_grain.device = crashes_device.device\n left join downloads_device\n on reporting_grain.date_day = downloads_device.date_day\n and reporting_grain.source_relation = downloads_device.source_relation\n and reporting_grain.app_id = downloads_device.app_id \n and reporting_grain.source_type = downloads_device.source_type\n and reporting_grain.device = downloads_device.device\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_device\n on reporting_grain.date_day = subscription_device.date_day\n and reporting_grain.source_relation = subscription_device.source_relation\n and reporting_grain.app_id = subscription_device.app_id \n and reporting_grain.source_type = subscription_device.source_type\n and reporting_grain.device = subscription_device.device\n {% endif %}\n left join usage_device\n on reporting_grain.date_day = usage_device.date_day\n and reporting_grain.source_relation = usage_device.source_relation\n and reporting_grain.app_id = usage_device.app_id \n and reporting_grain.source_type = usage_device.source_type\n and reporting_grain.device = usage_device.device\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__app_store_device", "package": null, "version": null}, {"name": "stg_apple_store__downloads_device", "package": null, "version": null}, {"name": "stg_apple_store__usage_device", "package": null, "version": null}, {"name": "int_apple_store__crashes_device", "package": null, "version": null}, {"name": "int_apple_store__subscription_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_device", "model.apple_store_source.stg_apple_store__downloads_device", "model.apple_store_source.stg_apple_store__usage_device", "model.apple_store.int_apple_store__crashes_device", "model.apple_store.int_apple_store__subscription_device"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__crashes_device as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n device,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__subscription_device as (\n\n\nwith app as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsubscription_summary as (\n\n select\n source_relation,\n date_day,\n app_name,\n device,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4\n), \n\nfiltered_subscription_events as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted_subscription_events as (\n \n select\n source_relation,\n date_day,\n app_name,\n device\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered_subscription_events\n group by 1,2,3,4\n),\n\njoined as (\n\n select \n app.app_id,\n pivoted_subscription_events.*,\n subscription_summary.active_free_trial_introductory_offer_subscriptions,\n subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions,\n subscription_summary.active_pay_up_front_introductory_offer_subscriptions,\n subscription_summary.active_standard_price_subscriptions,\n cast(null as TEXT) as source_type\n from subscription_summary \n left join pivoted_subscription_events\n on subscription_summary.date_day = pivoted_subscription_events.date_day\n and subscription_summary.source_relation = pivoted_subscription_events.source_relation\n and subscription_summary.app_name = pivoted_subscription_events.app_name\n and subscription_summary.device = pivoted_subscription_events.device\n left join app \n on subscription_summary.app_name = app.app_name\n and subscription_summary.source_relation = app.source_relation\n)\n\nselect * \nfrom joined\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\ndownloads_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\nusage_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\ncrashes_device as (\n\n select *\n from __dbt__cte__int_apple_store__crashes_device\n),\n\n\nsubscription_device as (\n\n select *\n from __dbt__cte__int_apple_store__subscription_device\n),\n\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device \n from app_store_device\n union all\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device\n from crashes_device\n),\n\nreporting_grain as (\n \n select\n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.device,\n coalesce(app_store_device.impressions, 0) as impressions,\n coalesce(app_store_device.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_device.page_views, 0) as page_views,\n coalesce(app_store_device.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_device.crashes, 0) as crashes,\n coalesce(downloads_device.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_device.redownloads, 0) as redownloads,\n coalesce(downloads_device.total_downloads, 0) as total_downloads,\n coalesce(usage_device.active_devices, 0) as active_devices,\n coalesce(usage_device.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_device.deletions, 0) as deletions,\n coalesce(usage_device.installations, 0) as installations,\n coalesce(usage_device.sessions, 0) as sessions\n \n ,\n coalesce(subscription_device.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_device.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscription_device.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscription_device.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscription_device.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_device \n on reporting_grain.date_day = app_store_device.date_day\n and reporting_grain.source_relation = app_store_device.source_relation\n and reporting_grain.app_id = app_store_device.app_id \n and reporting_grain.source_type = app_store_device.source_type\n and reporting_grain.device = app_store_device.device\n left join crashes_device\n on reporting_grain.date_day = crashes_device.date_day\n and reporting_grain.source_relation = crashes_device.source_relation\n and reporting_grain.app_id = crashes_device.app_id\n and reporting_grain.source_type = crashes_device.source_type\n and reporting_grain.device = crashes_device.device\n left join downloads_device\n on reporting_grain.date_day = downloads_device.date_day\n and reporting_grain.source_relation = downloads_device.source_relation\n and reporting_grain.app_id = downloads_device.app_id \n and reporting_grain.source_type = downloads_device.source_type\n and reporting_grain.device = downloads_device.device\n \n left join subscription_device\n on reporting_grain.date_day = subscription_device.date_day\n and reporting_grain.source_relation = subscription_device.source_relation\n and reporting_grain.app_id = subscription_device.app_id \n and reporting_grain.source_type = subscription_device.source_type\n and reporting_grain.device = subscription_device.device\n \n left join usage_device\n on reporting_grain.date_day = usage_device.date_day\n and reporting_grain.source_relation = usage_device.source_relation\n and reporting_grain.app_id = usage_device.app_id \n and reporting_grain.source_type = usage_device.source_type\n and reporting_grain.device = usage_device.device\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__crashes_device", "sql": " __dbt__cte__int_apple_store__crashes_device as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n device,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__subscription_device", "sql": " __dbt__cte__int_apple_store__subscription_device as (\n\n\nwith app as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsubscription_summary as (\n\n select\n source_relation,\n date_day,\n app_name,\n device,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4\n), \n\nfiltered_subscription_events as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted_subscription_events as (\n \n select\n source_relation,\n date_day,\n app_name,\n device\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered_subscription_events\n group by 1,2,3,4\n),\n\njoined as (\n\n select \n app.app_id,\n pivoted_subscription_events.*,\n subscription_summary.active_free_trial_introductory_offer_subscriptions,\n subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions,\n subscription_summary.active_pay_up_front_introductory_offer_subscriptions,\n subscription_summary.active_standard_price_subscriptions,\n cast(null as TEXT) as source_type\n from subscription_summary \n left join pivoted_subscription_events\n on subscription_summary.date_day = pivoted_subscription_events.date_day\n and subscription_summary.source_relation = pivoted_subscription_events.source_relation\n and subscription_summary.app_name = pivoted_subscription_events.app_name\n and subscription_summary.device = pivoted_subscription_events.device\n left join app \n on subscription_summary.app_name = app.app_name\n and subscription_summary.source_relation = app.source_relation\n)\n\nselect * \nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "76201c4d60d8de425f627f66ffda7bf5352a4834842ba400b539146ad3862dbc"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.214546, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\ncrashes_app_version_report as (\n \n select *\n from {{ ref('int_apple_store__crashes_app_version') }}\n),\n\nusage_app_version_report as (\n\n select *\n from {{ var('usage_app_version') }}\n),\n\nreporting_grain_combined as (\n \n select\n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from usage_app_version_report\n union all \n select \n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from crashes_app_version_report\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.app_version,\n coalesce(crashes_app_version_report.crashes, 0) as crashes,\n coalesce(usage_app_version_report.active_devices, 0) as active_devices,\n coalesce(usage_app_version_report.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_app_version_report.deletions, 0) as deletions,\n coalesce(usage_app_version_report.installations, 0) as installations,\n coalesce(usage_app_version_report.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join crashes_app_version_report\n on reporting_grain.date_day = crashes_app_version_report.date_day\n and reporting_grain.source_relation = crashes_app_version_report.source_relation\n and reporting_grain.app_id = crashes_app_version_report.app_id\n and reporting_grain.source_type = crashes_app_version_report.source_type\n and reporting_grain.app_version = crashes_app_version_report.app_version\n left join usage_app_version_report\n on reporting_grain.date_day = usage_app_version_report.date_day\n and reporting_grain.source_relation = usage_app_version_report.source_relation\n and reporting_grain.app_id = usage_app_version_report.app_id \n and reporting_grain.source_type = usage_app_version_report.source_type\n and reporting_grain.app_version = usage_app_version_report.app_version\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "int_apple_store__crashes_app_version", "package": null, "version": null}, {"name": "stg_apple_store__usage_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store.int_apple_store__crashes_app_version", "model.apple_store_source.stg_apple_store__usage_app_version"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__crashes_app_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n app_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\ncrashes_app_version_report as (\n \n select *\n from __dbt__cte__int_apple_store__crashes_app_version\n),\n\nusage_app_version_report as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\"\n),\n\nreporting_grain_combined as (\n \n select\n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from usage_app_version_report\n union all \n select \n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from crashes_app_version_report\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.app_version,\n coalesce(crashes_app_version_report.crashes, 0) as crashes,\n coalesce(usage_app_version_report.active_devices, 0) as active_devices,\n coalesce(usage_app_version_report.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_app_version_report.deletions, 0) as deletions,\n coalesce(usage_app_version_report.installations, 0) as installations,\n coalesce(usage_app_version_report.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join crashes_app_version_report\n on reporting_grain.date_day = crashes_app_version_report.date_day\n and reporting_grain.source_relation = crashes_app_version_report.source_relation\n and reporting_grain.app_id = crashes_app_version_report.app_id\n and reporting_grain.source_type = crashes_app_version_report.source_type\n and reporting_grain.app_version = crashes_app_version_report.app_version\n left join usage_app_version_report\n on reporting_grain.date_day = usage_app_version_report.date_day\n and reporting_grain.source_relation = usage_app_version_report.source_relation\n and reporting_grain.app_id = usage_app_version_report.app_id \n and reporting_grain.source_type = usage_app_version_report.source_type\n and reporting_grain.app_version = usage_app_version_report.app_version\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__crashes_app_version", "sql": " __dbt__cte__int_apple_store__crashes_app_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n app_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "322fc7c5ada57bf3d57bb53db7316813b467cdffd8dc2e037bd79f2c6fad96d5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750192.213325, "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n\n select * \n from {{ var('app') }}\n),\n\napp_store as (\n\n select *\n from {{ ref('int_apple_store__app_store_overview') }}\n),\n\ncrashes as (\n\n select *\n from {{ ref('int_apple_store__crashes_overview') }}\n),\n\ndownloads as (\n\n select *\n from {{ ref('int_apple_store__downloads_overview') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscriptions as (\n\n select *\n from {{ ref('int_apple_store__sales_subscription_overview') }}\n), \n{% endif %}\n\nusage as (\n\n select *\n from {{ ref('int_apple_store__usage_overview') }}\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id \n from app_store\n), \n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n coalesce(app_store.impressions, 0) as impressions,\n coalesce(app_store.page_views, 0) as page_views,\n coalesce(crashes.crashes,0) as crashes,\n coalesce(downloads.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads.redownloads, 0) as redownloads,\n coalesce(downloads.total_downloads, 0) as total_downloads,\n coalesce(usage.active_devices, 0) as active_devices,\n coalesce(usage.deletions, 0) as deletions,\n coalesce(usage.installations, 0) as installations,\n coalesce(usage.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(subscriptions.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscriptions.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'subscriptions.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store \n on reporting_grain.date_day = app_store.date_day\n and reporting_grain.source_relation = app_store.source_relation\n and reporting_grain.app_id = app_store.app_id\n left join crashes\n on reporting_grain.date_day = crashes.date_day\n and reporting_grain.source_relation = crashes.source_relation\n and reporting_grain.app_id = crashes.app_id\n left join downloads\n on reporting_grain.date_day = downloads.date_day\n and reporting_grain.source_relation = downloads.source_relation\n and reporting_grain.app_id = downloads.app_id\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscriptions \n on reporting_grain.date_day = subscriptions.date_day\n and reporting_grain.source_relation = subscriptions.source_relation\n and reporting_grain.app_id = subscriptions.app_id\n {% endif %}\n left join usage\n on reporting_grain.date_day = usage.date_day\n and reporting_grain.source_relation = usage.source_relation\n and reporting_grain.app_id = usage.app_id \n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "int_apple_store__app_store_overview", "package": null, "version": null}, {"name": "int_apple_store__crashes_overview", "package": null, "version": null}, {"name": "int_apple_store__downloads_overview", "package": null, "version": null}, {"name": "int_apple_store__sales_subscription_overview", "package": null, "version": null}, {"name": "int_apple_store__usage_overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store.int_apple_store__app_store_overview", "model.apple_store.int_apple_store__crashes_overview", "model.apple_store.int_apple_store__downloads_overview", "model.apple_store.int_apple_store__sales_subscription_overview", "model.apple_store.int_apple_store__usage_overview"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_store_overview as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__crashes_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n sum(crashes) as crashes\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__downloads_overview as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_overview as (\n\n\nwith subscription_summary as (\n\n select\n source_relation,\n date_day,\n app_id,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from __dbt__cte__int_apple_store__sales_subscription_summary\n group by 1,2,3\n), \n\nsubscription_events as (\n\n select \n source_relation,\n date_day,\n app_id\n \n \n , coalesce(sum(event_renew), 0)\n as event_renew \n \n \n , coalesce(sum(event_cancel), 0)\n as event_cancel \n \n \n , coalesce(sum(event_subscribe), 0)\n as event_subscribe \n \n from __dbt__cte__int_apple_store__sales_subscription_events\n group by 1,2,3\n), \n\njoined as (\n\n select \n subscription_events.*,\n active_free_trial_introductory_offer_subscriptions,\n active_pay_as_you_go_introductory_offer_subscriptions,\n active_pay_up_front_introductory_offer_subscriptions,\n active_standard_price_subscriptions\n from subscription_summary \n left join subscription_events\n on subscription_summary.date_day = subscription_events.date_day\n and subscription_summary.source_relation = subscription_events.source_relation\n and subscription_summary.app_id = subscription_events.app_id \n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__usage_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store as (\n\n select *\n from __dbt__cte__int_apple_store__app_store_overview\n),\n\ncrashes as (\n\n select *\n from __dbt__cte__int_apple_store__crashes_overview\n),\n\ndownloads as (\n\n select *\n from __dbt__cte__int_apple_store__downloads_overview\n),\n\n\nsubscriptions as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_overview\n), \n\n\nusage as (\n\n select *\n from __dbt__cte__int_apple_store__usage_overview\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id \n from app_store\n), \n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n coalesce(app_store.impressions, 0) as impressions,\n coalesce(app_store.page_views, 0) as page_views,\n coalesce(crashes.crashes,0) as crashes,\n coalesce(downloads.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads.redownloads, 0) as redownloads,\n coalesce(downloads.total_downloads, 0) as total_downloads,\n coalesce(usage.active_devices, 0) as active_devices,\n coalesce(usage.deletions, 0) as deletions,\n coalesce(usage.installations, 0) as installations,\n coalesce(usage.sessions, 0) as sessions\n \n ,\n coalesce(subscriptions.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscriptions.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscriptions.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscriptions.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscriptions.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store \n on reporting_grain.date_day = app_store.date_day\n and reporting_grain.source_relation = app_store.source_relation\n and reporting_grain.app_id = app_store.app_id\n left join crashes\n on reporting_grain.date_day = crashes.date_day\n and reporting_grain.source_relation = crashes.source_relation\n and reporting_grain.app_id = crashes.app_id\n left join downloads\n on reporting_grain.date_day = downloads.date_day\n and reporting_grain.source_relation = downloads.source_relation\n and reporting_grain.app_id = downloads.app_id\n \n left join subscriptions \n on reporting_grain.date_day = subscriptions.date_day\n and reporting_grain.source_relation = subscriptions.source_relation\n and reporting_grain.app_id = subscriptions.app_id\n \n left join usage\n on reporting_grain.date_day = usage.date_day\n and reporting_grain.source_relation = usage.source_relation\n and reporting_grain.app_id = usage.app_id \n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_store_overview", "sql": " __dbt__cte__int_apple_store__app_store_overview as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__crashes_overview", "sql": " __dbt__cte__int_apple_store__crashes_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n sum(crashes) as crashes\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__downloads_overview", "sql": " __dbt__cte__int_apple_store__downloads_overview as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__sales_subscription_summary", "sql": " __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.apple_store.int_apple_store__sales_subscription_events", "sql": " __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.apple_store.int_apple_store__sales_subscription_overview", "sql": " __dbt__cte__int_apple_store__sales_subscription_overview as (\n\n\nwith subscription_summary as (\n\n select\n source_relation,\n date_day,\n app_id,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from __dbt__cte__int_apple_store__sales_subscription_summary\n group by 1,2,3\n), \n\nsubscription_events as (\n\n select \n source_relation,\n date_day,\n app_id\n \n \n , coalesce(sum(event_renew), 0)\n as event_renew \n \n \n , coalesce(sum(event_cancel), 0)\n as event_cancel \n \n \n , coalesce(sum(event_subscribe), 0)\n as event_subscribe \n \n from __dbt__cte__int_apple_store__sales_subscription_events\n group by 1,2,3\n), \n\njoined as (\n\n select \n subscription_events.*,\n active_free_trial_introductory_offer_subscriptions,\n active_pay_as_you_go_introductory_offer_subscriptions,\n active_pay_up_front_introductory_offer_subscriptions,\n active_standard_price_subscriptions\n from subscription_summary \n left join subscription_events\n on subscription_summary.date_day = subscription_events.date_day\n and subscription_summary.source_relation = subscription_events.source_relation\n and subscription_summary.app_id = subscription_events.app_id \n)\n\nselect * \nfrom joined\n)"}, {"id": "model.apple_store.int_apple_store__usage_overview", "sql": " __dbt__cte__int_apple_store__usage_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_store_source_type": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__app_store_source_type", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type_report/int_apple_store__app_store_source_type.sql", "original_file_path": "models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql", "unique_id": "model.apple_store.int_apple_store__app_store_source_type", "fqn": ["apple_store", "intermediate", "source_type_report", "int_apple_store__app_store_source_type"], "alias": "int_apple_store__app_store_source_type", "checksum": {"name": "sha256", "checksum": "68fefe6e10984c28908f846a3d22739ae35e92e81cf5323c5908622c526410d5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.940276, "relation_name": null, "raw_code": "with base as (\n\n select * \n from {{ var('app_store_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n {{ dbt_utils.group_by(4) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type_report/int_apple_store__app_store_source_type.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__downloads_source_type": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__downloads_source_type", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type_report/int_apple_store__downloads_source_type.sql", "original_file_path": "models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql", "unique_id": "model.apple_store.int_apple_store__downloads_source_type", "fqn": ["apple_store", "intermediate", "source_type_report", "int_apple_store__downloads_source_type"], "alias": "int_apple_store__downloads_source_type", "checksum": {"name": "sha256", "checksum": "b12596d955807ff52c0f6be554729e3e93db12326998328f58d31fd4d7dcede1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.944266, "relation_name": null, "raw_code": "with base as (\n \n select * \n from {{ var('downloads_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n {{ dbt_utils.group_by(4) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type_report/int_apple_store__downloads_source_type.sql", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__usage_source_type": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__usage_source_type", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type_report/int_apple_store__usage_source_type.sql", "original_file_path": "models/intermediate/source_type_report/int_apple_store__usage_source_type.sql", "unique_id": "model.apple_store.int_apple_store__usage_source_type", "fqn": ["apple_store", "intermediate", "source_type_report", "int_apple_store__usage_source_type"], "alias": "int_apple_store__usage_source_type", "checksum": {"name": "sha256", "checksum": "df7f580f09edc68922141770f34d9f1e107be9ffc3bf993e02ead47614d3eff0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.9477398, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('usage_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n {{ dbt_utils.group_by(4) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__usage_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__usage_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type_report/int_apple_store__usage_source_type.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__sales_subscription_overview": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__sales_subscription_overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview_report/int_apple_store__sales_subscription_overview.sql", "original_file_path": "models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql", "unique_id": "model.apple_store.int_apple_store__sales_subscription_overview", "fqn": ["apple_store", "intermediate", "overview_report", "int_apple_store__sales_subscription_overview"], "alias": "int_apple_store__sales_subscription_overview", "checksum": {"name": "sha256", "checksum": "25c25f0a4a26c7564ed5dd36486a5bdf52b34ecdf911cd9be2f380d7d47fda2b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.951189, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select\n source_relation,\n date_day,\n app_id,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ ref('int_apple_store__sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n), \n\nsubscription_events as (\n\n select \n source_relation,\n date_day,\n app_id\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce(sum({{event_column }}), 0)\n as {{ event_column }} \n {% endfor %}\n from {{ ref('int_apple_store__sales_subscription_events') }}\n {{ dbt_utils.group_by(3) }}\n), \n\njoined as (\n\n select \n subscription_events.*,\n active_free_trial_introductory_offer_subscriptions,\n active_pay_as_you_go_introductory_offer_subscriptions,\n active_pay_up_front_introductory_offer_subscriptions,\n active_standard_price_subscriptions\n from subscription_summary \n left join subscription_events\n on subscription_summary.date_day = subscription_events.date_day\n and subscription_summary.source_relation = subscription_events.source_relation\n and subscription_summary.app_id = subscription_events.app_id \n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "int_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__sales_subscription_summary", "model.apple_store.int_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview_report/int_apple_store__sales_subscription_overview.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n), subscription_summary as (\n\n select\n source_relation,\n date_day,\n app_id,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from __dbt__cte__int_apple_store__sales_subscription_summary\n group by 1,2,3\n), \n\nsubscription_events as (\n\n select \n source_relation,\n date_day,\n app_id\n \n \n , coalesce(sum(event_renew), 0)\n as event_renew \n \n \n , coalesce(sum(event_cancel), 0)\n as event_cancel \n \n \n , coalesce(sum(event_subscribe), 0)\n as event_subscribe \n \n from __dbt__cte__int_apple_store__sales_subscription_events\n group by 1,2,3\n), \n\njoined as (\n\n select \n subscription_events.*,\n active_free_trial_introductory_offer_subscriptions,\n active_pay_as_you_go_introductory_offer_subscriptions,\n active_pay_up_front_introductory_offer_subscriptions,\n active_standard_price_subscriptions\n from subscription_summary \n left join subscription_events\n on subscription_summary.date_day = subscription_events.date_day\n and subscription_summary.source_relation = subscription_events.source_relation\n and subscription_summary.app_id = subscription_events.app_id \n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__sales_subscription_summary", "sql": " __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n)"}, {"id": "model.apple_store.int_apple_store__sales_subscription_events", "sql": " __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__usage_overview": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__usage_overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview_report/int_apple_store__usage_overview.sql", "original_file_path": "models/intermediate/overview_report/int_apple_store__usage_overview.sql", "unique_id": "model.apple_store.int_apple_store__usage_overview", "fqn": ["apple_store", "intermediate", "overview_report", "int_apple_store__usage_overview"], "alias": "int_apple_store__usage_overview", "checksum": {"name": "sha256", "checksum": "bff229bfa970e4492e29919470d92a0fa54a26e7015377fb2854d278962649cf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.955978, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('usage_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n {{ dbt_utils.group_by(3) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__usage_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__usage_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview_report/int_apple_store__usage_overview.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__downloads_overview": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__downloads_overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview_report/int_apple_store__downloads_overview.sql", "original_file_path": "models/intermediate/overview_report/int_apple_store__downloads_overview.sql", "unique_id": "model.apple_store.int_apple_store__downloads_overview", "fqn": ["apple_store", "intermediate", "overview_report", "int_apple_store__downloads_overview"], "alias": "int_apple_store__downloads_overview", "checksum": {"name": "sha256", "checksum": "b04cf6bda71549b498e9566e8f47519be6e2a13e2ab3f8a05d967ff7c5f073ab"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.959699, "relation_name": null, "raw_code": "with base as (\n \n select * \n from {{ var('downloads_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n {{ dbt_utils.group_by(3) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview_report/int_apple_store__downloads_overview.sql", "compiled": true, "compiled_code": "with base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__crashes_overview": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__crashes_overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview_report/int_apple_store__crashes_overview.sql", "original_file_path": "models/intermediate/overview_report/int_apple_store__crashes_overview.sql", "unique_id": "model.apple_store.int_apple_store__crashes_overview", "fqn": ["apple_store", "intermediate", "overview_report", "int_apple_store__crashes_overview"], "alias": "int_apple_store__crashes_overview", "checksum": {"name": "sha256", "checksum": "12f86e84c9fb91b87f32d6626754ec119be5356017116836ba2a40289be43d9d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.96466, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('crashes_app_version') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n sum(crashes) as crashes\n from base\n {{ dbt_utils.group_by(3) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_app_version"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview_report/int_apple_store__crashes_overview.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n sum(crashes) as crashes\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_store_overview": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__app_store_overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview_report/int_apple_store__app_store_overview.sql", "original_file_path": "models/intermediate/overview_report/int_apple_store__app_store_overview.sql", "unique_id": "model.apple_store.int_apple_store__app_store_overview", "fqn": ["apple_store", "intermediate", "overview_report", "int_apple_store__app_store_overview"], "alias": "int_apple_store__app_store_overview", "checksum": {"name": "sha256", "checksum": "db739427694e3738c549ea9484ac0be1d8b978c6bf573e78fc7d57e3136489b9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.968203, "relation_name": null, "raw_code": "with base as (\n\n select * \n from {{ var('app_store_device') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n {{ dbt_utils.group_by(3) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_device"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview_report/int_apple_store__app_store_overview.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__platform_version", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version_report/int_apple_store__platform_version.sql", "original_file_path": "models/intermediate/platform_version_report/int_apple_store__platform_version.sql", "unique_id": "model.apple_store.int_apple_store__platform_version", "fqn": ["apple_store", "intermediate", "platform_version_report", "int_apple_store__platform_version"], "alias": "int_apple_store__platform_version", "checksum": {"name": "sha256", "checksum": "b4043bd327feb977682b4e77953423414b8fce22ebb07fdb9c2fb70e3f69d5b4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.9717498, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('crashes_platform_version') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n platform_version,\n cast(null as {{ dbt.type_string() }}) as source_type,\n sum(crashes) as crashes\n from base\n {{ dbt_utils.group_by(5) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_platform_version"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version_report/int_apple_store__platform_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n platform_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__crashes_app_version": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__crashes_app_version", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version_report/int_apple_store__crashes_app_version.sql", "original_file_path": "models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql", "unique_id": "model.apple_store.int_apple_store__crashes_app_version", "fqn": ["apple_store", "intermediate", "app_version_report", "int_apple_store__crashes_app_version"], "alias": "int_apple_store__crashes_app_version", "checksum": {"name": "sha256", "checksum": "712a99e373129ef258c01f45bea8bbd0ae9e58f3bfbec099571adb965a3705b3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.975404, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('crashes_app_version') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n app_version,\n cast(null as {{ dbt.type_string() }}) as source_type,\n sum(crashes) as crashes\n from base\n {{ dbt_utils.group_by(5) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_app_version"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version_report/int_apple_store__crashes_app_version.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n app_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__sales_subscription_events": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription_report/int_apple_store__sales_subscription_events.sql", "original_file_path": "models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__sales_subscription_events", "fqn": ["apple_store", "intermediate", "subscription_report", "int_apple_store__sales_subscription_events"], "alias": "int_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "25ac15fdcc157c96d7fa7b10f9b31c0c81e045056500175615eb2e2634c83451"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.979095, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select *\n from {{ var('sales_subscription_events') }}\n),\n\napp as (\n \n select *\n from {{ var('app') }}\n),\n\nsales_account as (\n \n select * \n from {{ var('sales_account') }}\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from filtered\n {{ dbt_utils.group_by(7) }}\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n {% for event_val in var('apple_store__subscription_events') %}\n , pivoted.{{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__sales_account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_account"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription_report/int_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql", "original_file_path": "models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__sales_subscription_summary", "fqn": ["apple_store", "intermediate", "subscription_report", "int_apple_store__sales_subscription_summary"], "alias": "int_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "df627d1b0c40b156080da773c7c5426507de579b979ed0835c8f9c6af6ff1f16"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.986602, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select *\n from {{ var('sales_subscription_summary') }}\n),\n\napp as (\n \n select *\n from {{ var('app') }}\n),\n\nsales_account as (\n \n select * \n from {{ var('sales_account') }}\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n {{ dbt_utils.group_by(9) }}\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__sales_account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_account"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription_report/int_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_device": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__subscription_device", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__subscription_device.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__subscription_device.sql", "unique_id": "model.apple_store.int_apple_store__subscription_device", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__subscription_device"], "alias": "int_apple_store__subscription_device", "checksum": {"name": "sha256", "checksum": "9c7506ce39ac2d317ffa6fa217b82c8fb37e0ea226e08af67bbbf1b2a97fa04c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.9910479, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith app as (\n \n select *\n from {{ var('app') }}\n),\n\nsubscription_summary as (\n\n select\n source_relation,\n date_day,\n app_name,\n device,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(4) }}\n), \n\nfiltered_subscription_events as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\npivoted_subscription_events as (\n \n select\n source_relation,\n date_day,\n app_name,\n device\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from filtered_subscription_events\n {{ dbt_utils.group_by(4) }}\n),\n\njoined as (\n\n select \n app.app_id,\n pivoted_subscription_events.*,\n subscription_summary.active_free_trial_introductory_offer_subscriptions,\n subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions,\n subscription_summary.active_pay_up_front_introductory_offer_subscriptions,\n subscription_summary.active_standard_price_subscriptions,\n cast(null as {{ dbt.type_string() }}) as source_type\n from subscription_summary \n left join pivoted_subscription_events\n on subscription_summary.date_day = pivoted_subscription_events.date_day\n and subscription_summary.source_relation = pivoted_subscription_events.source_relation\n and subscription_summary.app_name = pivoted_subscription_events.app_name\n and subscription_summary.device = pivoted_subscription_events.device\n left join app \n on subscription_summary.app_name = app.app_name\n and subscription_summary.source_relation = app.source_relation\n)\n\nselect * \nfrom joined", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__subscription_device.sql", "compiled": true, "compiled_code": "\n\nwith app as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsubscription_summary as (\n\n select\n source_relation,\n date_day,\n app_name,\n device,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4\n), \n\nfiltered_subscription_events as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted_subscription_events as (\n \n select\n source_relation,\n date_day,\n app_name,\n device\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered_subscription_events\n group by 1,2,3,4\n),\n\njoined as (\n\n select \n app.app_id,\n pivoted_subscription_events.*,\n subscription_summary.active_free_trial_introductory_offer_subscriptions,\n subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions,\n subscription_summary.active_pay_up_front_introductory_offer_subscriptions,\n subscription_summary.active_standard_price_subscriptions,\n cast(null as TEXT) as source_type\n from subscription_summary \n left join pivoted_subscription_events\n on subscription_summary.date_day = pivoted_subscription_events.date_day\n and subscription_summary.source_relation = pivoted_subscription_events.source_relation\n and subscription_summary.app_name = pivoted_subscription_events.app_name\n and subscription_summary.device = pivoted_subscription_events.device\n left join app \n on subscription_summary.app_name = app.app_name\n and subscription_summary.source_relation = app.source_relation\n)\n\nselect * \nfrom joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__crashes_device": {"database": "postgres", "schema": "zz_apple_store_apple_store_dev", "name": "int_apple_store__crashes_device", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__crashes_device.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__crashes_device.sql", "unique_id": "model.apple_store.int_apple_store__crashes_device", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__crashes_device"], "alias": "int_apple_store__crashes_device", "checksum": {"name": "sha256", "checksum": "4000bfbe1be79570974409f00cae1e64231ecb749f1f0dcb40c2b312e89d1b4d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1721750191.9975832, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('crashes_app_version') }}\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n sum(crashes) as crashes\n from base\n {{ dbt_utils.group_by(5) }}\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_app_version"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__crashes_device.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n device,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id.8b3ebfee12": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id.8b3ebfee12", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5"}, "created_at": 1721750192.141814, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_20bb592004fecf469eac3104b953d3d5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app", "attached_node": "model.apple_store_source.stg_apple_store__app", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device.019465f61c": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device.019465f61c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2"}, "created_at": 1721750192.153653, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_device"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_a4d669784059079a028466e52d68c2e2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_device", "attached_node": "model.apple_store_source.stg_apple_store__app_store_device", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_device')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version.f38f8df8b1": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version.f38f8df8b1", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d"}, "created_at": 1721750192.156063, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_platform_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_f4094db5d5173377b1249edd7341b99d.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_platform_version", "attached_node": "model.apple_store_source.stg_apple_store__app_store_platform_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_platform_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory.d4a759ea32": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory.d4a759ea32", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory"], "alias": "dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6"}, "created_at": 1721750192.158431, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_territory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_territory"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_7ef10f6e5b68352bb6becc988da005f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_territory", "attached_node": "model.apple_store_source.stg_apple_store__app_store_territory", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_territory')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version.2cba4b46da": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version.2cba4b46da", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version"], "alias": "dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888"}, "created_at": 1721750192.160715, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_app_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_a0dd80a908433cc01fa07379fd469888.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, device, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n group by source_relation, date_day, app_id, device, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__crashes_app_version", "attached_node": "model.apple_store_source.stg_apple_store__crashes_app_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "device", "app_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__crashes_app_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version.5bf4ea102a": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version.5bf4ea102a", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version"], "alias": "dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf"}, "created_at": 1721750192.163073, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__crashes_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__crashes_platform_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0b42526b1274e8d6eacbf738a2dafddf.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, device, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n group by source_relation, date_day, app_id, device, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__crashes_platform_version", "attached_node": "model.apple_store_source.stg_apple_store__crashes_platform_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "device", "platform_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__crashes_platform_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device.0b46c778ff": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device.0b46c778ff", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69"}, "created_at": 1721750192.1654332, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_device"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_081ceeb1fa0225d397ecc9cd191c6d69.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__downloads_device", "attached_node": "model.apple_store_source.stg_apple_store__downloads_device", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('stg_apple_store__downloads_device')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version.b3f49f6945": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version.b3f49f6945", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5"}, "created_at": 1721750192.1678, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_platform_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_996fdcd4949be3a9cd7c77674db512f5.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__downloads_platform_version", "attached_node": "model.apple_store_source.stg_apple_store__downloads_platform_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__downloads_platform_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory.602f5096ce": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory.602f5096ce", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory"], "alias": "dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba"}, "created_at": 1721750192.17007, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__downloads_territory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__downloads_territory"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_22ab0ba009873f2f4fbd1a721ff21cba.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__downloads_territory", "attached_node": "model.apple_store_source.stg_apple_store__downloads_territory", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory"], "model": "{{ get_where_subquery(ref('stg_apple_store__downloads_territory')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id.4e93cfed18": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id.4e93cfed18", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id"], "alias": "dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52"}, "created_at": 1721750192.172412, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_account", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_account"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ef5268e6b88b5d67ce85f3b103dabe52.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, account_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n group by source_relation, account_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_account", "attached_node": "model.apple_store_source.stg_apple_store__sales_account", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "account_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_account')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state.89b9a03f45": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state.89b9a03f45", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state"], "alias": "dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d"}, "created_at": 1721750192.17521, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_c2a2dde9a747f4f03e8b08a7ed7c269d.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_name, subscription_name, device, event, country, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, date_day, account_id, app_name, subscription_name, device, event, country, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "app_name", "subscription_name", "device", "event", "country", "state"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state.4c663eea8c": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state.4c663eea8c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state"], "alias": "dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b"}, "created_at": 1721750192.1775181, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_2e26d527a8c4e40c94c43065e234693b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_name, subscription_name, device, country, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, date_day, account_id, app_name, subscription_name, device, country, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "app_name", "subscription_name", "device", "country", "state"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version.29b2c0e4d2": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version.29b2c0e4d2", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8"}, "created_at": 1721750192.1798809, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__usage_app_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__usage_app_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_98f071cb27fb4e3b06d8009fe4a2fcc8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__usage_app_version", "attached_node": "model.apple_store_source.stg_apple_store__usage_app_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__usage_app_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device.aa048fdf6c": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device.aa048fdf6c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd"}, "created_at": 1721750192.182234, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__usage_device", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__usage_device"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_7f45cb80afe9876c8b0cf61069f265fd.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__usage_device", "attached_node": "model.apple_store_source.stg_apple_store__usage_device", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('stg_apple_store__usage_device')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version.c82550bed4": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version.c82550bed4", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615"}, "created_at": 1721750192.184593, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__usage_platform_version", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__usage_platform_version"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0135dad44530201d3cbdbf7019baa615.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__usage_platform_version", "attached_node": "model.apple_store_source.stg_apple_store__usage_platform_version", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('stg_apple_store__usage_platform_version')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory.2028f8f100": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory.2028f8f100", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory"], "alias": "dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771"}, "created_at": 1721750192.186868, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__usage_territory", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__usage_territory"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_20715127740458f7d2424f412faf2771.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__usage_territory", "attached_node": "model.apple_store_source.stg_apple_store__usage_territory", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory"], "model": "{{ get_where_subquery(ref('stg_apple_store__usage_territory')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state.77cd2fc10f": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state.77cd2fc10f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3"}, "created_at": 1721750192.2150888, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9ecaa4327ab183a9b2706d278a72b0f3.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_id, subscription_name, territory_long, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, account_id, app_id, subscription_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "account_id", "app_id", "subscription_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1721750192.217543, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1721750192.21984, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1721750192.222197, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1721750192.2248719, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1721750192.227255, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1721750192.229558, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report", "test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}}}, "sources": {"source.apple_store_source.apple_store.app": {"database": "postgres", "schema": "zz_apple_store", "name": "app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app", "fqn": ["apple_store_source", "apple_store", "app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"app\"", "created_at": 1721750192.234335}, "source.apple_store_source.apple_store.app_store_platform_version_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "app_store_platform_version_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_platform_version_source_type_report", "fqn": ["apple_store_source", "apple_store", "app_store_platform_version_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_platform_version_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by platform version and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"app_store_platform_version_source_type\"", "created_at": 1721750192.2350888}, "source.apple_store_source.apple_store.app_store_source_type_device_report": {"database": "postgres", "schema": "zz_apple_store", "name": "app_store_source_type_device_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_source_type_device_report", "fqn": ["apple_store_source", "apple_store", "app_store_source_type_device_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_source_type_device", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by device and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"app_store_source_type_device\"", "created_at": 1721750192.2352}, "source.apple_store_source.apple_store.app_store_territory_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "app_store_territory_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_territory_source_type_report", "fqn": ["apple_store_source", "apple_store", "app_store_territory_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_territory_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily app store metrics (impressions, impressions_unique_device, page_views and page_views_unique_device) by territory and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"app_store_territory_source_type\"", "created_at": 1721750192.235305}, "source.apple_store_source.apple_store.crashes_app_version_device_report": {"database": "postgres", "schema": "zz_apple_store", "name": "crashes_app_version_device_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.crashes_app_version_device_report", "fqn": ["apple_store_source", "apple_store", "crashes_app_version_device_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "crashes_app_version", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily crashes by app version and device.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"crashes_app_version\"", "created_at": 1721750192.235403}, "source.apple_store_source.apple_store.crashes_platform_version_device_report": {"database": "postgres", "schema": "zz_apple_store", "name": "crashes_platform_version_device_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.crashes_platform_version_device_report", "fqn": ["apple_store_source", "apple_store", "crashes_platform_version_device_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "crashes_platform_version", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily crashes by platform version and device.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"crashes_platform_version\"", "created_at": 1721750192.235499}, "source.apple_store_source.apple_store.downloads_platform_version_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "downloads_platform_version_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.downloads_platform_version_source_type_report", "fqn": ["apple_store_source", "apple_store", "downloads_platform_version_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "downloads_platform_version_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by platform version and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"downloads_platform_version_source_type\"", "created_at": 1721750192.2355998}, "source.apple_store_source.apple_store.downloads_source_type_device_report": {"database": "postgres", "schema": "zz_apple_store", "name": "downloads_source_type_device_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.downloads_source_type_device_report", "fqn": ["apple_store_source", "apple_store", "downloads_source_type_device_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "downloads_source_type_device", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by device and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"downloads_source_type_device\"", "created_at": 1721750192.235698}, "source.apple_store_source.apple_store.downloads_territory_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "downloads_territory_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.downloads_territory_source_type_report", "fqn": ["apple_store_source", "apple_store", "downloads_territory_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "downloads_territory_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily downloads metrics (first time downloads, redownloads and total downloads) by territory and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"downloads_territory_source_type\"", "created_at": 1721750192.2357938}, "source.apple_store_source.apple_store.sales_account": {"database": "postgres", "schema": "zz_apple_store", "name": "sales_account", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_account", "fqn": ["apple_store_source", "apple_store", "sales_account"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_account", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing sales account data.", "columns": {"id": {"name": "id", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Sales Account Name associated with the Sales Account ID, app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"sales_account\"", "created_at": 1721750192.235883}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "zz_apple_store", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_events", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_number": {"name": "account_number", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The subscription event associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "The number of occurrences of a given subscription event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"zz_apple_store\".\"sales_subscription_events\"", "created_at": 1721750192.235991}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "zz_apple_store", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_filename": {"name": "_filename", "description": "Report filenames used to extract the date of the report", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "account_number": {"name": "account_number", "description": "Sales Account ID associated with the app name or app ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"zz_apple_store\".\"sales_subscription_summary\"", "created_at": 1721750192.2361758}, "source.apple_store_source.apple_store.usage_app_version_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_app_version_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.usage_app_version_source_type_report", "fqn": ["apple_store_source", "apple_store", "usage_app_version_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "usage_app_version_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by app version and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"usage_app_version_source_type\"", "created_at": 1721750192.236278}, "source.apple_store_source.apple_store.usage_platform_version_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_platform_version_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.usage_platform_version_source_type_report", "fqn": ["apple_store_source", "apple_store", "usage_platform_version_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "usage_platform_version_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by platform version and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"usage_platform_version_source_type\"", "created_at": 1721750192.236377}, "source.apple_store_source.apple_store.usage_source_type_device_report": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_source_type_device_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.usage_source_type_device_report", "fqn": ["apple_store_source", "apple_store", "usage_source_type_device_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "usage_source_type_device", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by device and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"usage_source_type_device\"", "created_at": 1721750192.236484}, "source.apple_store_source.apple_store.usage_territory_source_type_report": {"database": "postgres", "schema": "zz_apple_store", "name": "usage_territory_source_type_report", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.usage_territory_source_type_report", "fqn": ["apple_store_source", "apple_store", "usage_territory_source_type_report"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "usage_territory_source_type", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily usage metrics (active devices, active devices last 30 days, deletions, installations, sessions) by territory and source type.", "columns": {"date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"zz_apple_store\".\"usage_territory_source_type\"", "created_at": 1721750192.236583}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5033019, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5035431, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5036612, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.503775, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5038888, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.505522, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5058932, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.506593, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5067258, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5166268, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5171342, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.517455, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.517775, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5182662, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.518974, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.519202, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.519573, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.520052, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.52098, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.521199, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.521517, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.521782, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5221949, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.522418, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5230021, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.523207, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.523324, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.523509, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.523665, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5241642, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.524971, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.525142, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.525557, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5257611, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5259478, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5270011, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }}\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\t{{ ';' if not loop.last else \"\" }}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5275562, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config.model) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.527864, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}{{ ';' if not loop.last else \"\" }}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.528327, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.528476, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5291898, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.529381, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.529522, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5301812, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.530454, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.530698, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.531363, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.535093, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.535349, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5358899, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.536323, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.537555, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.537823, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.537979, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.538128, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.538273, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5386748, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5389829, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.539283, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.539725, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.53999, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.544062, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.544271, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.544513, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.545254, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.54546, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5456378, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5470562, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.548411, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5530229, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.553337, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5535302, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.553626, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.553782, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5539021, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.554123, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.555017, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5552099, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.555468, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5559769, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.562519, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.565362, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.566571, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.566886, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.567102, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ main_sql }}\n ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ expected_fixture_sql }}\n ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.567768, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.568266, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5687838, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n {% set relations = [] %}\n\n {% set expected_rows = config.get('expected_rows') %}\n {% set expected_sql = config.get('expected_sql') %}\n {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n {%- set column_name_to_data_types = {} -%}\n {%- for column in columns_in_relation -%}\n {%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n {%- endfor -%}\n\n {% if not expected_sql %}\n {% set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n {% endif %}\n {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ unit_test_sql }}\n\n {%- endcall %}\n\n {% do adapter.drop_relation(temp_relation) %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.570706, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.575854, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5762482, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.576493, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.577936, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.578214, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5788832, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.582268, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.585204, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.586854, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.58739, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.58802, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5882502, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.588929, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5954828, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5971358, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.5974138, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.59837, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.598634, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.599272, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.599896, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.600976, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.60126, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.601471, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.60179, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.60198, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.602272, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.602462, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6027288, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6029131, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.603067, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6033652, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.608285, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.614327, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6156778, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.617002, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6178482, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.618112, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.61823, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.618523, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6186602, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.622719, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.625827, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.631039, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6319869, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.632245, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.632716, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.632917, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.633056, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6332002, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6333172, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.633483, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.63361, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.634112, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.634345, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.635694, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6361642, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.636547, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6370718, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.637335, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.637627, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.638025, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.638283, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.639005, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.639364, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.639549, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.639748, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.639938, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.640814, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.642124, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.642526, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.642768, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.643033, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n {% set schema_relation = api.Relation.create(schema=schema_name) %}\n {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.643243, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.643556, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.643759, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6444612, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.644873, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6450748, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.645351, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.645707, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.646034, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6466858, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.647151, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.647487, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.647692, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.647937, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.648041, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.648308, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.648534, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6488378, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.648968, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.649235, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.649374, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.649976, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.650153, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.650433, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6505768, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.650944, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.651142, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.652299, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.652431, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.652958, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.653122, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6532512, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.65452, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.654885, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.655212, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.655461, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.655562, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.655824, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6559622, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.656225, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.656367, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6571991, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.657374, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6577861, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.658442, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.658892, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.65908, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6592488, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6594849, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.659584, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.660425, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.660566, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.662016, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.662283, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.662515, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.66287, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.663025, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.66348, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.663645, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.663834, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.664265, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6647239, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6651368, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.66542, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.665994, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.667451, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6680179, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6683068, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.670181, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.67165, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.672483, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6727371, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.673007, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6730921, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6738791, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.674479, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.674717, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6750982, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.675443, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n {%- set dt = modules.datetime.date(year, month, day) -%}\n {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.675723, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.676057, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6762218, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.676472, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.676595, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.677536, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.677942, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.67813, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.678619, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.678878, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.678988, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6793249, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.679584, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.679806, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.679882, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.680137, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.680277, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6805701, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.680704, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.681497, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.681917, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.682274, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.682443, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.682732, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.682965, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.683275, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.683441, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.683688, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.683841, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.684111, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.684234, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6844711, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.684652, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.684932, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.685062, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.685295, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.685395, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.686324, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6864698, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.686629, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.686784, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.686937, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.687079, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6872299, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.687404, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6875572, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.687701, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6878521, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.687986, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.688139, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6882749, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6885371, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.688725, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.688962, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6890602, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.689386, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.689634, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.689775, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6902862, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.690443, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.690658, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.690919, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.69119, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.691701, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.691987, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6922932, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.69243, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.692805, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6930099, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6931698, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6933582, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.693861, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.694117, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6942668, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.694376, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.69454, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.694616, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6948721, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.695065, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6959019, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.696037, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6961868, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.696586, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.696783, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.696924, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.697087, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.697215, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.6991959, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.699361, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.699575, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.699863, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.700185, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7005, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.700684, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.700845, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.70126, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7018921, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.702145, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7023082, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.702784, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.703207, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7035048, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.70375, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.705518, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.705653, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7058182, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.705934, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7062788, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.706472, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7065759, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7068002, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7074702, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.707711, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7078972, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7081149, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7087529, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.708935, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.709167, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.709387, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7104409, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.710968, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7112792, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.711477, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.712239, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.712424, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.712637, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.712808, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.713089, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.713716, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7165692, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.716815, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7170079, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7172532, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.717427, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7175791, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.71775, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.71798, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.718175, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.718456, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.718632, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.718787, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.718944, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7190871, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.719288, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.719452, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.721954, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.722137, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.722594, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7228212, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7230458, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.723232, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7244291, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.724894, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7251, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.72543, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7256472, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.726206, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.72645, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.72718, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%- set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%- set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%- set column_name_to_data_types = {} -%}\n{%- for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%- endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%- set default_row_copy = default_row.copy() -%}\n{%- do default_row_copy.update(formatted_row) -%}\nselect\n{%- for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n select\n {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n {%- endfor %}\n limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.730324, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n select * from dbt_internal_unit_test_actual\n limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7309241, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n {#-- generate case-insensitive formatted row --#}\n {% set formatted_row = {} %}\n {%- for column_name, column_value in row.items() -%}\n {% set column_name = column_name|lower %}\n\n {%- if column_name not in column_name_to_data_types %}\n {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n {{ exceptions.raise_compiler_error(\n \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n ) }}\n {%- endif -%}\n\n {%- set column_type = column_name_to_data_types[column_name] %}\n\n {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n {%- set column_value_clean = column_value -%}\n {%- if column_value is string -%}\n {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n {%- elif column_value is none -%}\n {%- set column_value_clean = 'null' -%}\n {%- endif -%}\n\n {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n {%- do formatted_row.update(row_update) -%}\n {%- endfor -%}\n {{ return(formatted_row) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.732191, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7338848, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.73404, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.734814, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.73521, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7357519, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.736195, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.736267, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7367702, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.737004, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7372968, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.737581, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.737924, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.738378, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.738848, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.73946, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7397592, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.740061, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.741172, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.742559, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7435288, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7446358, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.745315, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7456481, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7463522, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.747136, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7475672, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7480042, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.748599, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.749064, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7496161, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7499971, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7506611, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n where {{ column_name }} is not null\n limit 1\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.751572, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7523289, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.753128, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.753729, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.75407, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7544801, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.754858, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.755619, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7564318, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7573261, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.758222, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.76016, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7642639, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7647848, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.765069, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.76863, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.770056, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7703161, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.770483, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7709398, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.771233, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.771557, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.771887, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.772077, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.772704, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.773568, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7744389, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.775115, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.775369, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.775733, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.776139, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.776798, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7771242, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.777457, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.778147, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7789881, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.779934, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7803361, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.780515, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.781002, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7818298, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.782776, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.783236, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7835221, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.784832, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.786515, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7879272, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.789439, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.789726, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.789856, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.793206, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.796462, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7967622, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.797002, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.79789, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.798097, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7982578, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7984378, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7986, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.7987578, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.798922, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.799296, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.799519, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.79988, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.800417, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.800766, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.801096, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8048582, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.80525, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.80604, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8067951, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.807292, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.808497, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8100522, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8111942, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.81216, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.812691, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.813419, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.814233, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.814719, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.814919, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.815329, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.815928, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8164768, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8170838, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.817625, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8177621, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8179, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.818034, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.818537, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.819316, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.820385, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.820648, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.821176, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8220632, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.82724, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.827905, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.828772, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.829463, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.830134, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.831218, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8313909, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.831496, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.834862, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.842857, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.843081, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8431711, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.843776, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.84555, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.845917, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.846268, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.846611, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.847114, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.847316, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.847528, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.847911, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.848854, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.849016, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.849178, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.849335, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8494751, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8496299, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.850466, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8510761, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.852679, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.852963, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8532119, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.853444, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.853677, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.853929, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.854182, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8544059, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.854731, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8548312, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8549278, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.855024, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.85538, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8560672, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8571079, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8576791, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.858451, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8589282, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.85906, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.859185, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.859307, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.85944, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.862783, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.862975, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.86314, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.863301, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.86524, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.866271, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8664188, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.866693, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.866975, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.867108, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.867232, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8673542, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.867476, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.867959, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.868503, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.868992, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.869188, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.869401, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.869648, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.870764, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.875131, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.875537, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.875947, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.877701, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.878247, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.878828, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8789818, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8791308, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.879296, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.879445, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8795881, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.880404, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8816152, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.88257, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.882824, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8830159, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8831842, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.883349, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.883529, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.883803, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.883907, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.884008, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.884647, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.886066, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.886244, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.887074, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.890819, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.895761, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.897259, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.897693, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.89786, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.898064, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.898411, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.898529, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.898645, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.8987489, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.89885, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.899113, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.899216, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.899316, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.899713, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.900098, "supported_languages": null}, "macro.apple_store_source.get_downloads_territory_columns": {"name": "get_downloads_territory_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_downloads_territory_columns.sql", "original_file_path": "macros/get_downloads_territory_columns.sql", "unique_id": "macro.apple_store_source.get_downloads_territory_columns", "macro_sql": "{% macro get_downloads_territory_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"first_time_downloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"redownloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"total_downloads\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9011352, "supported_languages": null}, "macro.apple_store_source.get_app_store_device_columns": {"name": "get_app_store_device_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_device_columns.sql", "original_file_path": "macros/get_app_store_device_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_device_columns", "macro_sql": "{% macro get_app_store_device_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n {\"name\": \"impressions_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"page_views\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_views_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.902339, "supported_languages": null}, "macro.apple_store_source.get_app_store_territory_columns": {"name": "get_app_store_territory_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_territory_columns.sql", "original_file_path": "macros/get_app_store_territory_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_territory_columns", "macro_sql": "{% macro get_app_store_territory_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n {\"name\": \"impressions_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"page_views\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_views_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.903497, "supported_languages": null}, "macro.apple_store_source.get_usage_platform_version_columns": {"name": "get_usage_platform_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_usage_platform_version_columns.sql", "original_file_path": "macros/get_usage_platform_version_columns.sql", "unique_id": "macro.apple_store_source.get_usage_platform_version_columns", "macro_sql": "{% macro get_usage_platform_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"active_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_devices_last_30_days\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deletions\", \"datatype\": dbt.type_int()},\n {\"name\": \"installations\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9047391, "supported_languages": null}, "macro.apple_store_source.get_app_store_platform_version_columns": {"name": "get_app_store_platform_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_platform_version_columns.sql", "original_file_path": "macros/get_app_store_platform_version_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_platform_version_columns", "macro_sql": "{% macro get_app_store_platform_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"impressions\", \"datatype\": dbt.type_int()},\n {\"name\": \"impressions_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"page_views\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_views_unique_device\", \"datatype\": dbt.type_int()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.905909, "supported_languages": null}, "macro.apple_store_source.get_downloads_platform_version_columns": {"name": "get_downloads_platform_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_downloads_platform_version_columns.sql", "original_file_path": "macros/get_downloads_platform_version_columns.sql", "unique_id": "macro.apple_store_source.get_downloads_platform_version_columns", "macro_sql": "{% macro get_downloads_platform_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"first_time_downloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"redownloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"total_downloads\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.906969, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_filename\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"_index\", \"datatype\": dbt.type_int()},\n {\"name\": \"account_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.910508, "supported_languages": null}, "macro.apple_store_source.get_crashes_platform_version_columns": {"name": "get_crashes_platform_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_crashes_platform_version_columns.sql", "original_file_path": "macros/get_crashes_platform_version_columns.sql", "unique_id": "macro.apple_store_source.get_crashes_platform_version_columns", "macro_sql": "{% macro get_crashes_platform_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9114418, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_filename\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"_index\", \"datatype\": dbt.type_int()},\n {\"name\": \"account_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.914742, "supported_languages": null}, "macro.apple_store_source.get_downloads_device_columns": {"name": "get_downloads_device_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_downloads_device_columns.sql", "original_file_path": "macros/get_downloads_device_columns.sql", "unique_id": "macro.apple_store_source.get_downloads_device_columns", "macro_sql": "{% macro get_downloads_device_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"first_time_downloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"redownloads\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"total_downloads\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.915814, "supported_languages": null}, "macro.apple_store_source.get_usage_device_columns": {"name": "get_usage_device_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_usage_device_columns.sql", "original_file_path": "macros/get_usage_device_columns.sql", "unique_id": "macro.apple_store_source.get_usage_device_columns", "macro_sql": "{% macro get_usage_device_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"active_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_devices_last_30_days\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deletions\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"installations\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9170392, "supported_languages": null}, "macro.apple_store_source.get_sales_account_columns": {"name": "get_sales_account_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_account_columns.sql", "original_file_path": "macros/get_sales_account_columns.sql", "unique_id": "macro.apple_store_source.get_sales_account_columns", "macro_sql": "{% macro get_sales_account_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.917533, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.917886, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9179971, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.9181042, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.918209, "supported_languages": null}, "macro.apple_store_source.get_crashes_app_version_columns": {"name": "get_crashes_app_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_crashes_app_version_columns.sql", "original_file_path": "macros/get_crashes_app_version_columns.sql", "unique_id": "macro.apple_store_source.get_crashes_app_version_columns", "macro_sql": "{% macro get_crashes_app_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.919083, "supported_languages": null}, "macro.apple_store_source.get_usage_territory_columns": {"name": "get_usage_territory_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_usage_territory_columns.sql", "original_file_path": "macros/get_usage_territory_columns.sql", "unique_id": "macro.apple_store_source.get_usage_territory_columns", "macro_sql": "{% macro get_usage_territory_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"active_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_devices_last_30_days\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deletions\", \"datatype\": dbt.type_int()},\n {\"name\": \"installations\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.920316, "supported_languages": null}, "macro.apple_store_source.get_usage_app_version_columns": {"name": "get_usage_app_version_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_usage_app_version_columns.sql", "original_file_path": "macros/get_usage_app_version_columns.sql", "unique_id": "macro.apple_store_source.get_usage_app_version_columns", "macro_sql": "{% macro get_usage_app_version_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"active_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_devices_last_30_days\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"date\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"deletions\", \"datatype\": dbt.type_int()},\n {\"name\": \"installations\", \"datatype\": dbt.type_int()},\n {\"name\": \"meets_threshold\", \"datatype\": \"boolean\"},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.921528, "supported_languages": null}, "macro.apple_store_source.get_app_columns": {"name": "get_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_columns.sql", "original_file_path": "macros/get_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_columns", "macro_sql": "{% macro get_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"app_opt_in_rate\", \"datatype\": dbt.type_int()},\n {\"name\": \"asset_token\", \"datatype\": dbt.type_string()},\n {\"name\": \"icon_url\", \"datatype\": dbt.type_string()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"ios\", \"datatype\": \"boolean\"},\n {\"name\": \"is_bundle\", \"datatype\": \"boolean\"},\n {\"name\": \"is_enabled\", \"datatype\": \"boolean\"},\n {\"name\": \"name\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"tvos\", \"datatype\": \"boolean\"}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1721750190.922708, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.account_id": {"name": "account_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.account_id", "block_contents": "Sales Account ID associated with the app name or app ID."}, "doc.apple_store_source.account_name": {"name": "account_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.account_name", "block_contents": "Sales Account Name associated with the Sales Account ID, app name or app ID."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "The count of active_device is the count of devices that ran the app at least one time and for at least two seconds on a given day (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices or no value from the source report that day."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "The count of active_devices_last_30_days is the count of devices that ran the app at least one time and for at least two seconds on the date_day of the report minus 30 days (User Opt-In only); this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI. A value of 0 indicates there were 0 active devices last 30 days or no value from the source report that day."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The subscription event associated with the respective metric(s)."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app; credit is attributed to the referring app, website, or App Clip of the first time download."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times your app was viewed in the App Store for more than one second. This includes search results, Featured, Explore, Top Charts and App Product Page views. (Source: [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that have viewed your app for more than one second on on the Today, Games, Apps, Featured, Explore, Top Charts, Search tabs of the App Store and App Product Page views. This metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "An installation event is when the user opens the App after they've downloaded it (User Opt-In only). If the App was downloaded but not opened or opened offline, this will not count; if the user opts out of sending data back to Apple, there will also be no data here. A value of 0 indicates there were 0 installations or no value from the source report that day."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The total number of times your App Store product page was clicked and viewed; when a user taps on a link from an app, website or App Clip card that brings them to your App Store product page, the immediate product page_view is attributed to the referring app, website, or App Clip. (Sources: [Apple](https://help.apple.com/app-store-connect/#/itcf19c873df), [BusinessofApps](https://www.businessofapps.com/insights/understanding-the-app-store-metrics/#:~:text=Impressions%20%E2%80%93%20%E2%80%9CThe%20number%20of%20times,was%20clicked%20on%20and%20viewed.))"}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that have viewed your App Store product page; this metric is presumed to be de-duplicated daily as received from the source data, therefore, aggregating over a span of days is better done in the UI."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "The number of occurrences of a given subscription event."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "Sessions is the count of the number of times the app has been used for at least two seconds (User Opt-In only). If the app is in the background and is later used again, that counts as another session. A value of 0 indicates there were 0 sessions or no value from the source report that day."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The count of redownloads where a redownload occurs when a user who previously downloaded your app adds it to their device again (User Opt-In only); credit is attributed to the source recorded when a user tapped to download/launch your app for the first time. A value of 0 indicates there were 0 redownloads or no value from the source report that day."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "A source is counted when a customer follows a link to your App Store product page. \nThere are 8 types of sources: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable, Institutional Purchases, and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.\nMore information can be found in the Apple App Store developer [docs](https://developer.apple.com/help/app-store-connect/view-app-analytics/view-acquisition-sources/)."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.303221, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3184261, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.321723, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.32444, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3272011, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3298922, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "41c6b86cd534ba6e3dc43dcc43d9f34471c2712a8b7c8a8aaf41c41dc2efa44e"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3326, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.335855, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3385699, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.341291, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.344069, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.346768, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3494961, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.352864, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.integrity_territory_report": [{"database": "postgres", "schema": "zz_apple_store_dbt_test__audit", "name": "integrity_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "integrity/integrity_territory_report.sql", "original_file_path": "tests/integrity/integrity_territory_report.sql", "unique_id": "test.apple_store_integration_tests.integrity_territory_report", "fqn": ["apple_store_integration_tests", "integrity", "integrity_territory_report"], "alias": "integrity_territory_report", "checksum": {"name": "sha256", "checksum": "8c18220a8f8d53796be8accf3c1641189507cec6b551bf7c2196aaeb8663c016"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1721750191.3555572, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n/* this test is to make sure there is no fanout from unioning\nthis is meant as a pulse check since the other models do not\nhave as predictable of a row count. */\n{% if var('apple_store_union_schemas', none) is not none %}\n with source_counts as (\n {% for schema in var('apple_store_union_schemas') %}\n (\n select count(*) as schema_source_count\n from {{ schema }}.app_store_territory_source_type_report\n )\n {% if not loop.last %}\n union all\n {% endif %}\n {% endfor %}\n ),\n\n source_count as (\n select sum(schema_source_count) as row_count\n from source_counts\n ),\n\n{% else %}\n with source_count as (\n select count(*) as row_count\n from {{ source('apple_store', 'app_store_territory_source_type_report') }}\n ),\n{% endif %}\n\nfinal_count as (\n select count(*) as row_count\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom source_count\njoin final_count\n on source_count.row_count != final_count.row_count", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_account": [], "seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.downloads_source_type_device": [], "seed.apple_store_integration_tests.crashes_platform_version": [], "seed.apple_store_integration_tests.usage_app_version_source_type": [], "seed.apple_store_integration_tests.sales_subscription_events": [], "seed.apple_store_integration_tests.crashes_app_version": [], "seed.apple_store_integration_tests.downloads_territory_source_type": [], "seed.apple_store_integration_tests.usage_territory_source_type": [], "seed.apple_store_integration_tests.usage_source_type_device": [], "seed.apple_store_integration_tests.app_store_territory_source_type": [], "seed.apple_store_integration_tests.app_store_platform_version_source_type": [], "seed.apple_store_integration_tests.usage_platform_version_source_type": [], "seed.apple_store_integration_tests.downloads_platform_version_source_type": [], "seed.apple_store_integration_tests.app": [], "seed.apple_store_integration_tests.app_store_source_type_device": [], "model.apple_store_source.stg_apple_store__crashes_app_version": ["model.apple_store_source.stg_apple_store__crashes_app_version_tmp"], "model.apple_store_source.stg_apple_store__sales_account": ["model.apple_store_source.stg_apple_store__sales_account_tmp"], "model.apple_store_source.stg_apple_store__usage_app_version": ["model.apple_store_source.stg_apple_store__usage_app_version_tmp"], "model.apple_store_source.stg_apple_store__app_store_platform_version": ["model.apple_store_source.stg_apple_store__app_store_platform_version_tmp"], "model.apple_store_source.stg_apple_store__app_store_territory": ["model.apple_store_source.stg_apple_store__app_store_territory_tmp"], "model.apple_store_source.stg_apple_store__app_store_device": ["model.apple_store_source.stg_apple_store__app_store_device_tmp"], "model.apple_store_source.stg_apple_store__usage_device": ["model.apple_store_source.stg_apple_store__usage_device_tmp"], "model.apple_store_source.stg_apple_store__downloads_device": ["model.apple_store_source.stg_apple_store__downloads_device_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__usage_territory": ["model.apple_store_source.stg_apple_store__usage_territory_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__crashes_platform_version": ["model.apple_store_source.stg_apple_store__crashes_platform_version_tmp"], "model.apple_store_source.stg_apple_store__app": ["model.apple_store_source.stg_apple_store__app_tmp"], "model.apple_store_source.stg_apple_store__downloads_platform_version": ["model.apple_store_source.stg_apple_store__downloads_platform_version_tmp"], "model.apple_store_source.stg_apple_store__usage_platform_version": ["model.apple_store_source.stg_apple_store__usage_platform_version_tmp"], "model.apple_store_source.stg_apple_store__downloads_territory": ["model.apple_store_source.stg_apple_store__downloads_territory_tmp"], "model.apple_store_source.stg_apple_store__app_tmp": ["source.apple_store_source.apple_store.app"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__usage_platform_version_tmp": ["source.apple_store_source.apple_store.usage_platform_version_source_type_report"], "model.apple_store_source.stg_apple_store__app_store_territory_tmp": ["source.apple_store_source.apple_store.app_store_territory_source_type_report"], "model.apple_store_source.stg_apple_store__downloads_territory_tmp": ["source.apple_store_source.apple_store.downloads_territory_source_type_report"], "model.apple_store_source.stg_apple_store__sales_account_tmp": ["source.apple_store_source.apple_store.sales_account"], "model.apple_store_source.stg_apple_store__downloads_platform_version_tmp": ["source.apple_store_source.apple_store.downloads_platform_version_source_type_report"], "model.apple_store_source.stg_apple_store__usage_territory_tmp": ["source.apple_store_source.apple_store.usage_territory_source_type_report"], "model.apple_store_source.stg_apple_store__crashes_app_version_tmp": ["source.apple_store_source.apple_store.crashes_app_version_device_report"], "model.apple_store_source.stg_apple_store__downloads_device_tmp": ["source.apple_store_source.apple_store.downloads_source_type_device_report"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__crashes_platform_version_tmp": ["source.apple_store_source.apple_store.crashes_platform_version_device_report"], "model.apple_store_source.stg_apple_store__app_store_device_tmp": ["source.apple_store_source.apple_store.app_store_source_type_device_report"], "model.apple_store_source.stg_apple_store__usage_app_version_tmp": ["source.apple_store_source.apple_store.usage_app_version_source_type_report"], "model.apple_store_source.stg_apple_store__app_store_platform_version_tmp": ["source.apple_store_source.apple_store.app_store_platform_version_source_type_report"], "model.apple_store_source.stg_apple_store__usage_device_tmp": ["source.apple_store_source.apple_store.usage_source_type_device_report"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__app_store_source_type", "model.apple_store.int_apple_store__downloads_source_type", "model.apple_store.int_apple_store__usage_source_type", "model.apple_store_source.stg_apple_store__app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__sales_subscription_events", "model.apple_store.int_apple_store__sales_subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__platform_version", "model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_platform_version", "model.apple_store_source.stg_apple_store__downloads_platform_version", "model.apple_store_source.stg_apple_store__usage_platform_version"], "model.apple_store.apple_store__territory_report": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_territory", "model.apple_store_source.stg_apple_store__downloads_territory", "model.apple_store_source.stg_apple_store__usage_territory", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__crashes_device", "model.apple_store.int_apple_store__subscription_device", "model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__app_store_device", "model.apple_store_source.stg_apple_store__downloads_device", "model.apple_store_source.stg_apple_store__usage_device"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__crashes_app_version", "model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__usage_app_version"], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__app_store_overview", "model.apple_store.int_apple_store__crashes_overview", "model.apple_store.int_apple_store__downloads_overview", "model.apple_store.int_apple_store__sales_subscription_overview", "model.apple_store.int_apple_store__usage_overview", "model.apple_store_source.stg_apple_store__app"], "model.apple_store.int_apple_store__app_store_source_type": ["model.apple_store_source.stg_apple_store__app_store_device"], "model.apple_store.int_apple_store__downloads_source_type": ["model.apple_store_source.stg_apple_store__downloads_device"], "model.apple_store.int_apple_store__usage_source_type": ["model.apple_store_source.stg_apple_store__usage_device"], "model.apple_store.int_apple_store__sales_subscription_overview": ["model.apple_store.int_apple_store__sales_subscription_events", "model.apple_store.int_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__usage_overview": ["model.apple_store_source.stg_apple_store__usage_device"], "model.apple_store.int_apple_store__downloads_overview": ["model.apple_store_source.stg_apple_store__downloads_device"], "model.apple_store.int_apple_store__crashes_overview": ["model.apple_store_source.stg_apple_store__crashes_app_version"], "model.apple_store.int_apple_store__app_store_overview": ["model.apple_store_source.stg_apple_store__app_store_device"], "model.apple_store.int_apple_store__platform_version": ["model.apple_store_source.stg_apple_store__crashes_platform_version"], "model.apple_store.int_apple_store__crashes_app_version": ["model.apple_store_source.stg_apple_store__crashes_app_version"], "model.apple_store.int_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_account", "model.apple_store_source.stg_apple_store__sales_subscription_events"], "model.apple_store.int_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_account", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__subscription_device": ["model.apple_store_source.stg_apple_store__app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__crashes_device": ["model.apple_store_source.stg_apple_store__crashes_app_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id.8b3ebfee12": ["model.apple_store_source.stg_apple_store__app"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device.019465f61c": ["model.apple_store_source.stg_apple_store__app_store_device"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version.f38f8df8b1": ["model.apple_store_source.stg_apple_store__app_store_platform_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory.d4a759ea32": ["model.apple_store_source.stg_apple_store__app_store_territory"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version.2cba4b46da": ["model.apple_store_source.stg_apple_store__crashes_app_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version.5bf4ea102a": ["model.apple_store_source.stg_apple_store__crashes_platform_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device.0b46c778ff": ["model.apple_store_source.stg_apple_store__downloads_device"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version.b3f49f6945": ["model.apple_store_source.stg_apple_store__downloads_platform_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory.602f5096ce": ["model.apple_store_source.stg_apple_store__downloads_territory"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id.4e93cfed18": ["model.apple_store_source.stg_apple_store__sales_account"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state.89b9a03f45": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state.4c663eea8c": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version.29b2c0e4d2": ["model.apple_store_source.stg_apple_store__usage_app_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device.aa048fdf6c": ["model.apple_store_source.stg_apple_store__usage_device"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version.c82550bed4": ["model.apple_store_source.stg_apple_store__usage_platform_version"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory.2028f8f100": ["model.apple_store_source.stg_apple_store__usage_territory"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state.77cd2fc10f": 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"docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.486242, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", 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"ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738385858.731391, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in 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["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738385858.739478, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "c0e4da41418d60a8471353347c7e0f2fe3d6a234cc191421763b2e8561876594"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.365557, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(state as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(state as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "ccd400caf35321cbc4a19a0f6b23761420b58366d57cd0a12e3c48ed47e9faed"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.368457, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(state as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(state as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.3695512, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.20469, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.2170901, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.219657, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.222135, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.224927, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.227205, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.229399, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.231628, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738387382.419154, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "561db8848d6ba9b64b141ee51deafa688dcfed1e1e268205dd86f642fda58d7e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4520068, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_relation from app_crashes\n union all\n select date_day, app_id, source_relation from downloads_daily\n union all\n select date_day, app_id, source_relation from install_deletions\n union all\n select date_day, app_id, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain rg\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_relation from app_crashes\n union all\n select date_day, app_id, source_relation from downloads_daily\n union all\n select date_day, app_id, source_relation from install_deletions\n union all\n select date_day, app_id, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain rg\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "61f413fb65aa428f04ed70e8c82b4d6fb2dfdcb5fe356ee469dcfe35f5b97f32"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4522922, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, app_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, app_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, app_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, app_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, app_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, app_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "611c50919b7a7e726ea946d4b631ee08c743945fdfe89610633b92a81f530bd6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.452675, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, platform_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, platform_version, source_type, source_relation from downloads_daily\n union all\n select date_day, app_id, platform_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, platform_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, platform_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, platform_version, source_type, source_relation from downloads_daily\n union all\n select date_day, app_id, platform_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, platform_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "41283a2a5bf8b6959db879cf52e3a00c4caaa28d88899363776ea03322129fa6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4529989, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.date_day = ip.date_day \n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.date_day = ip.date_day \n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "b14924898a56f867740a338abcc813c1d6d4b903f6353248f8d02e1e54538354"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.453631, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, territory, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, territory, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, territory, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, territory, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, territory, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, territory, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.334303, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "5fbef5b5ad0b566147b0e50c00667b57f20162d8ef278cd044c295b000a82141"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.453971, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary\n union all\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain rg\n left join subscription_summary ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events se \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary\n union all\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain rg\n left join subscription_summary ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events se \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738387382.401684, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738387382.406263, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738387382.409311, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738387382.4561138, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738387382.457844, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738387382.4595342, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738387382.461083, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738387382.4625049, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738387382.4640052, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.9595761, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.960049, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.9605691, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.961084, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.961636, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "7c78e03673ed9912795b8c27e55a3f9455088a8d3d795db0509d5407782adf1a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387668.025416, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, device, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, device, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, device, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, device, source_relation from sessions_activity\n union all\n select date_day, app_id, null as source_type, device, source_relation from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, device, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, device, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, device, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, device, source_relation from sessions_activity\n union all\n select date_day, app_id, null as source_type, device, source_relation from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738387667.9871428, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738387667.991981, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738387667.9934888, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738387667.9950452, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738387667.996522, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738387668.025772, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_app\"", "created_at": 1738387382.466558}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_event_summary\"", "created_at": 1738387382.4666638}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_summary\"", "created_at": 1738387382.466763}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738387382.466822}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738387382.466878}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_download_detailed_daily\"", "created_at": 1738387382.466934}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "created_at": 1738387382.466982}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_session_detailed_daily\"", "created_at": 1738387382.4671721}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905671, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905844, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905922, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905993, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.906065, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907074, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907295, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907742, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9078279, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.913685, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.913978, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914164, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914346, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914619, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91487, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914975, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.915172, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9153962, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9159648, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9161, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916279, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916437, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916681, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916812, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917155, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9172769, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917346, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917464, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917547, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91778, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91821, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918303, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918473, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918554, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9186509, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9191759, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919453, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919622, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919853, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919946, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9203908, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9204962, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.920575, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.920896, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.921001, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.921126, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9216352, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9235132, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.923605, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.923889, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.92413, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.924767, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.924885, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9249668, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925048, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.92513, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925353, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925526, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9257028, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925962, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.926126, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928315, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928413, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928548, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928951, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.929047, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.929152, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.930002, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.930799, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933268, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933433, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9335308, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933583, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933665, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9337301, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933843, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9343622, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934471, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934613, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934846, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9383612, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9399402, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940207, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940382, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940602, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9408152, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.943873, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.944098, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9442549, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.945059, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.945193, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9455569, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.947542, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.949226, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9502022, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.950525, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.950909, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9510589, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.951482, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9554482, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.956417, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.956576, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9572291, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.957385, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.957769, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.958174, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.95874, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.958886, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959008, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959191, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9593081, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959489, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959605, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959767, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9598799, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9599779, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.960254, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.963302, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.966933, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.967674, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9683928, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.968889, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969037, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969106, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969289, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969383, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.971741, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.973712, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.977035, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.977599, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9777448, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9780512, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978174, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9782531, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978337, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978403, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978494, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978563, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9788349, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978941, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.979787, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9800892, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98033, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9806578, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9808269, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.981031, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.981288, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98145, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98192, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.982147, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9822621, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.982385, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9825091, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9830568, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.983755, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.983985, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984134, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984339, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9844742, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984947, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9852228, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.985355, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9855418, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.985792, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9859898, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.986295, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9866529, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9868648, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9870012, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9871721, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987235, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987402, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987489, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987676, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9877691, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9879591, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9880562, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9884531, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.988606, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98878, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.988877, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.989068, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.989179, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9898722, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9899478, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9903228, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.990423, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.990504, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.991331, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9916658, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.991891, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992068, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992138, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9923131, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9924102, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9925919, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992687, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.993263, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99338, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99366, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.994103, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.994405, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99453, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9946449, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9948192, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9948878, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9954822, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9955788, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.996289, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.997223, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.997417, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9976351, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9977531, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9980428, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9981499, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.998265, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99866, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99891, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99911, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.999274, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.999657, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0006359, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.001017, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.001205, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.002497, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0032551, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0037389, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.003894, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.004046, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.004098, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.006256, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0068748, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007057, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007328, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007589, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007721, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007905, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.008, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.008673, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0089998, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009135, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009513, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009664, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009728, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009922, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010014, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010144, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010188, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0103402, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010418, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010585, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0106618, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0111291, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011442, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011693, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011829, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0120409, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012127, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0122728, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012363, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012504, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012596, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012749, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012811, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0129988, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.013097, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.013262, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01333, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0141828, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0142772, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014373, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014462, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014555, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0146408, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0147321, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014831, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014921, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015007, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0150971, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01518, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015269, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015351, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0155132, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015591, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0157351, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015796, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015996, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0161521, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016238, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016555, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016652, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016779, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016939, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017014, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01723, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0174332, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017597, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017677, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0179, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018005, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0180962, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018205, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018519, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018612, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018699, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018763, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0188642, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018911, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019009, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0191119, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019655, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019744, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0198379, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0200808, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.020192, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0202749, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0203671, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.020447, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.021864, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.021974, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022104, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022353, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022495, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0226822, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02279, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022887, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0230248, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02334, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023474, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023555, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023808, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02404, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.024205, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.024333, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025408, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025475, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025571, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0256371, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0258381, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0259461, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.026006, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0261319, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0262442, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02637, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0264802, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.026607, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.027195, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.027306, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02745, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0275772, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028209, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028523, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028655, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028757, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029182, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0292811, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029396, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029494, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029668, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0299578, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0316951, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.031847, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.031958, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032107, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032215, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032305, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032404, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0325398, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032656, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0328262, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0329332, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0330272, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.033121, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03321, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.033389, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03349, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0348349, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.034928, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.035103, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0352252, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.035341, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0354402, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0360808, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036281, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036386, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036596, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036726, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037054, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037202, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037656, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0387158, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.038806, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.039266, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.039503, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03983, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0401049, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.04015, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0404658, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.040606, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.040767, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0409238, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.041134, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0414872, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.041769, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.042131, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.042314, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0425012, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0431669, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.043756, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.044278, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0448909, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.045289, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0454888, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0459142, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.046457, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0467389, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.04704, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.047413, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.047709, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.048037, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.048264, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0486789, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.049203, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0496058, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050028, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050401, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050627, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050891, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.051209, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0516312, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.052122, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.052667, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0531762, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0543659, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.056631, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0569441, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.057122, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0593228, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060184, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06034, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060437, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060695, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0608552, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0609658, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06111, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0612102, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.061619, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0621219, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.062541, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.062878, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063046, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063257, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0634859, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063793, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063977, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.064233, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0646348, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065113, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065664, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065902, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.066011, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.066313, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0667121, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.067181, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.067415, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0675788, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06831, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.069098, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0700212, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.071053, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07125, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0713532, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.073299, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0753121, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.075486, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.075628, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076184, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0763159, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076415, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076523, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076617, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07671, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076809, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077039, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077179, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077404, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077711, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07791, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0780978, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080052, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080265, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080651, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0810602, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0813491, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0820322, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.082939, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.083552, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.084022, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.084298, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0847082, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085172, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085433, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.08554, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085788, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086127, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086404, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086761, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.087073, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0871592, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.087241, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.08732, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0876212, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.088074, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0887449, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0888991, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.089244, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.089699, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.093215, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.093636, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0941372, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0945559, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0949812, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0954938, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0955992, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.095662, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.097472, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1020072, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.102092, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10214, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.102495, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103467, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10366, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103816, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103969, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1041548, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1042671, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.104386, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.104631, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1052449, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105344, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10544, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105531, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105613, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105706, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1061912, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10656, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1073852, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.107614, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1077619, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.107905, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108076, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108242, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108416, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1085591, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108757, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1088169, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108879, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1089358, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.109154, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.109617, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.110219, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.110587, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1110451, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111337, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111414, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111488, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1115599, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1116421, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113557, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113653, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113745, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113832, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.11483, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115407, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1154869, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115644, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115811, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115886, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115956, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116025, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116095, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116391, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116718, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117051, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117184, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117325, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.11748, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.118125, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.120558, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.120843, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1210701, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1220858, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1224341, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.122804, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1228979, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.122991, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123092, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123179, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123273, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123795, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1244931, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1249652, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125064, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125159, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.12525, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1253371, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1254342, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125584, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1256452, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1257029, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1260731, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1268811, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.126984, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.127528, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.129788, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.132899, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1338408, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.13407, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1341681, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134295, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134521, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134594, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134667, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1347342, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1347961, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1349518, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135021, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1350882, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135359, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135613, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.136655, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1393511, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.141553, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.142626, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.143739, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1449332, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.145243, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.14547, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1455412, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.14561, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.145674, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.146345, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.367614, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.374221, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.3763032, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.378548, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.380809, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.411741, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "41c6b86cd534ba6e3dc43dcc43d9f34471c2712a8b7c8a8aaf41c41dc2efa44e"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.414102, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.416548, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.418787, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.420796, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.423147, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.4260108, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.42881, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.4312582, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.integrity_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "integrity_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "integrity/integrity_territory_report.sql", "original_file_path": "tests/integrity/integrity_territory_report.sql", "unique_id": "test.apple_store_integration_tests.integrity_territory_report", "fqn": ["apple_store_integration_tests", "integrity", "integrity_territory_report"], "alias": "integrity_territory_report", "checksum": {"name": "sha256", "checksum": "8c18220a8f8d53796be8accf3c1641189507cec6b551bf7c2196aaeb8663c016"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.434675, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n/* this test is to make sure there is no fanout from unioning\nthis is meant as a pulse check since the other models do not\nhave as predictable of a row count. */\n{% if var('apple_store_union_schemas', none) is not none %}\n with source_counts as (\n {% for schema in var('apple_store_union_schemas') %}\n (\n select count(*) as schema_source_count\n from {{ schema }}.app_store_territory_source_type_report\n )\n {% if not loop.last %}\n union all\n {% endif %}\n {% endfor %}\n ),\n\n source_count as (\n select sum(schema_source_count) as row_count\n from source_counts\n ),\n\n{% else %}\n with source_count as (\n select count(*) as row_count\n from {{ source('apple_store', 'app_store_territory_source_type_report') }}\n ),\n{% endif %}\n\nfinal_count as (\n select count(*) as row_count\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom source_count\njoin final_count\n on source_count.row_count != final_count.row_count", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], 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{"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.730568Z", "completed_at": "2024-07-23T15:57:02.732317Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.735391Z", "completed_at": "2024-07-23T15:57:02.735394Z"}], "thread_id": "Thread-7", "execution_time": 0.015244245529174805, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.downloads_platform_version_source_type", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.732531Z", "completed_at": "2024-07-23T15:57:02.733632Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.735721Z", "completed_at": "2024-07-23T15:57:02.735723Z"}], "thread_id": "Thread-4", "execution_time": 0.015346050262451172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.downloads_source_type_device", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.738553Z", "completed_at": "2024-07-23T15:57:02.739714Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.743570Z", "completed_at": "2024-07-23T15:57:02.743574Z"}], "thread_id": "Thread-1", "execution_time": 0.00866389274597168, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.downloads_territory_source_type", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.740735Z", "completed_at": "2024-07-23T15:57:02.741869Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.747618Z", "completed_at": "2024-07-23T15:57:02.747622Z"}], "thread_id": "Thread-5", "execution_time": 0.011435985565185547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.sales_account", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.742070Z", "completed_at": "2024-07-23T15:57:02.743189Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.747970Z", "completed_at": "2024-07-23T15:57:02.747973Z"}], "thread_id": "Thread-2", "execution_time": 0.011554241180419922, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.sales_subscription_events", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.743908Z", "completed_at": "2024-07-23T15:57:02.745049Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.749833Z", "completed_at": "2024-07-23T15:57:02.749837Z"}], "thread_id": "Thread-6", "execution_time": 0.012796163558959961, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.sales_subscription_summary", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.745606Z", "completed_at": "2024-07-23T15:57:02.747419Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.752788Z", "completed_at": "2024-07-23T15:57:02.752791Z"}], "thread_id": "Thread-3", "execution_time": 0.01510310173034668, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.usage_app_version_source_type", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.748303Z", "completed_at": "2024-07-23T15:57:02.749415Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.753594Z", "completed_at": "2024-07-23T15:57:02.753597Z"}], "thread_id": "Thread-8", "execution_time": 0.015311717987060547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.usage_platform_version_source_type", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.750193Z", "completed_at": "2024-07-23T15:57:02.751306Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.754580Z", "completed_at": "2024-07-23T15:57:02.754584Z"}], "thread_id": "Thread-7", "execution_time": 0.014523029327392578, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.usage_source_type_device", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.751507Z", "completed_at": "2024-07-23T15:57:02.752589Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.754998Z", "completed_at": "2024-07-23T15:57:02.755002Z"}], "thread_id": "Thread-4", "execution_time": 0.014729022979736328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_integration_tests.usage_territory_source_type", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.757980Z", "completed_at": "2024-07-23T15:57:02.759289Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:02.779997Z", "completed_at": "2024-07-23T15:57:02.780002Z"}], "thread_id": "Thread-1", "execution_time": 0.026105880737304688, "adapter_response": {}, "message": null, "failures": null, "unique_id": "seed.apple_store_source.apple_store_country_codes", "compiled": null, "compiled_code": null, "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.785538Z", "completed_at": "2024-07-23T15:57:03.557366Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.557731Z", "completed_at": "2024-07-23T15:57:03.557746Z"}], "thread_id": "Thread-3", "execution_time": 0.8452920913696289, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__crashes_platform_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.794715Z", "completed_at": "2024-07-23T15:57:03.601683Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.602882Z", "completed_at": "2024-07-23T15:57:03.602886Z"}], "thread_id": "Thread-7", "execution_time": 0.9658689498901367, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__app_store_territory", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.766649Z", "completed_at": "2024-07-23T15:57:03.601432Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.602141Z", "completed_at": "2024-07-23T15:57:03.602147Z"}], "thread_id": "Thread-2", "execution_time": 0.9792320728302002, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__app_store_platform_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.835633Z", "completed_at": "2024-07-23T15:57:03.676800Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.677110Z", "completed_at": "2024-07-23T15:57:03.677119Z"}], "thread_id": "Thread-1", "execution_time": 0.9269471168518066, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__downloads_device", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.780388Z", "completed_at": "2024-07-23T15:57:03.759606Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.767760Z", "completed_at": "2024-07-23T15:57:03.767765Z"}], "thread_id": "Thread-6", "execution_time": 1.1007161140441895, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__crashes_app_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(device as TEXT) as device,\n cast(app_version as TEXT) as app_version,\n cast(crashes as bigint) as crashes\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.760341Z", "completed_at": "2024-07-23T15:57:03.767224Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.768783Z", "completed_at": "2024-07-23T15:57:03.768786Z"}], "thread_id": "Thread-5", "execution_time": 1.1022651195526123, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__app_store_device", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n impressions\n \n as \n \n impressions\n \n, \n \n \n impressions_unique_device\n \n as \n \n impressions_unique_device\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n page_views\n \n as \n \n page_views\n \n, \n \n \n page_views_unique_device\n \n as \n \n page_views_unique_device\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(impressions as bigint) as impressions,\n cast(impressions_unique_device as bigint) as impressions_unique_device,\n cast(page_views as bigint) as page_views,\n cast(page_views_unique_device as bigint) as page_views_unique_device\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.827817Z", "completed_at": "2024-07-23T15:57:03.759932Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.767991Z", "completed_at": "2024-07-23T15:57:03.767995Z"}], "thread_id": "Thread-4", "execution_time": 1.0985190868377686, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__downloads_platform_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:02.790232Z", "completed_at": "2024-07-23T15:57:03.767526Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:03.769221Z", "completed_at": "2024-07-23T15:57:03.769224Z"}], "thread_id": "Thread-8", "execution_time": 1.1020381450653076, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__app", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_opt_in_rate\n \n as \n \n app_opt_in_rate\n \n, \n \n \n asset_token\n \n as \n \n asset_token\n \n, \n \n \n icon_url\n \n as \n \n icon_url\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n ios\n \n as \n \n ios\n \n, \n \n \n is_bundle\n \n as \n \n is_bundle\n \n, \n \n \n is_enabled\n \n as \n \n is_enabled\n \n, \n \n \n name\n \n as \n \n name\n \n, \n \n \n pre_order_info\n \n as \n \n pre_order_info\n \n, \n \n \n tvos\n \n as \n \n tvos\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name,\n is_enabled\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.604183Z", "completed_at": "2024-07-23T15:57:04.425788Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.426256Z", "completed_at": "2024-07-23T15:57:04.426269Z"}], "thread_id": "Thread-3", "execution_time": 0.8886420726776123, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__downloads_territory", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n first_time_downloads\n \n as \n \n first_time_downloads\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n redownloads\n \n as \n \n redownloads\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n total_downloads\n \n as \n \n total_downloads\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(first_time_downloads as bigint) as first_time_downloads,\n cast(redownloads as bigint) as redownloads,\n cast(total_downloads as bigint) as total_downloads\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.504031Z", "completed_at": "2024-07-23T15:57:04.520956Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.521319Z", "completed_at": "2024-07-23T15:57:04.521327Z"}], "thread_id": "Thread-3", "execution_time": 0.0181729793548584, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_platform_version_source_relation__date_day__app_id__device__platform_version.5bf4ea102a", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, device, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n group by source_relation, date_day, app_id, device, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.523049Z", "completed_at": "2024-07-23T15:57:04.529380Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.530049Z", "completed_at": "2024-07-23T15:57:04.530056Z"}], "thread_id": "Thread-3", "execution_time": 0.0077800750732421875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_territory_source_relation__date_day__app_id__source_type__territory.d4a759ea32", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.531588Z", "completed_at": "2024-07-23T15:57:04.535550Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.535821Z", "completed_at": "2024-07-23T15:57:04.535826Z"}], "thread_id": "Thread-3", "execution_time": 0.00492405891418457, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_platform_version_source_relation__date_day__app_id__source_type__platform_version.f38f8df8b1", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.545789Z", "completed_at": "2024-07-23T15:57:04.549844Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.550093Z", "completed_at": "2024-07-23T15:57:04.550098Z"}], "thread_id": "Thread-3", "execution_time": 0.004857778549194336, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_device_source_relation__date_day__app_id__source_type__device.0b46c778ff", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.574724Z", "completed_at": "2024-07-23T15:57:04.578454Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.578681Z", "completed_at": "2024-07-23T15:57:04.578685Z"}], "thread_id": "Thread-3", "execution_time": 0.004431247711181641, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__crashes_app_version_source_relation__date_day__app_id__device__app_version.2cba4b46da", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, device, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n group by source_relation, date_day, app_id, device, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.586363Z", "completed_at": "2024-07-23T15:57:04.589145Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.589358Z", "completed_at": "2024-07-23T15:57:04.589362Z"}], "thread_id": "Thread-3", "execution_time": 0.0034589767456054688, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_device_source_relation__date_day__app_id__source_type__device.019465f61c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.590378Z", "completed_at": "2024-07-23T15:57:04.593137Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.593353Z", "completed_at": "2024-07-23T15:57:04.593357Z"}], "thread_id": "Thread-3", "execution_time": 0.0034558773040771484, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_platform_version_source_relation__date_day__app_id__source_type__platform_version.b3f49f6945", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.769762Z", "completed_at": "2024-07-23T15:57:04.565382Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.565825Z", "completed_at": "2024-07-23T15:57:04.565830Z"}], "thread_id": "Thread-2", "execution_time": 0.8682770729064941, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__sales_account", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as account_id,\n cast(name as TEXT) as account_name\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.594364Z", "completed_at": "2024-07-23T15:57:04.629481Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.630055Z", "completed_at": "2024-07-23T15:57:04.630060Z"}], "thread_id": "Thread-3", "execution_time": 0.0362238883972168, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_source_relation__app_id.8b3ebfee12", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.631627Z", "completed_at": "2024-07-23T15:57:04.639315Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.639567Z", "completed_at": "2024-07-23T15:57:04.639572Z"}], "thread_id": "Thread-2", "execution_time": 0.00985407829284668, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__downloads_territory_source_relation__date_day__app_id__source_type__territory.602f5096ce", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.635833Z", "completed_at": "2024-07-23T15:57:04.640040Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.640252Z", "completed_at": "2024-07-23T15:57:04.640255Z"}], "thread_id": "Thread-3", "execution_time": 0.0052471160888671875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_account_source_relation__account_id.4e93cfed18", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, account_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n group by source_relation, account_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.863409Z", "completed_at": "2024-07-23T15:57:04.565605Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.566060Z", "completed_at": "2024-07-23T15:57:04.566064Z"}], "thread_id": "Thread-6", "execution_time": 0.846466064453125, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__usage_app_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(app_version as TEXT) as app_version,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.883062Z", "completed_at": "2024-07-23T15:57:04.630989Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.634647Z", "completed_at": "2024-07-23T15:57:04.634651Z"}], "thread_id": "Thread-8", "execution_time": 0.8507199287414551, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__usage_device", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(device as TEXT) as device,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.870545Z", "completed_at": "2024-07-23T15:57:04.630785Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.634415Z", "completed_at": "2024-07-23T15:57:04.634419Z"}], "thread_id": "Thread-5", "execution_time": 0.8538620471954346, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__usage_platform_version", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.775343Z", "completed_at": "2024-07-23T15:57:04.631185Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.634855Z", "completed_at": "2024-07-23T15:57:04.634858Z"}], "thread_id": "Thread-1", "execution_time": 0.945950984954834, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _filename\n \n as \n \n _filename\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n _index\n \n as \n \n _index\n \n, \n \n \n account_number\n \n as \n \n account_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(\n\n to_date(\n \n\n \n \n\n split_part(\n _filename,\n '_',\n 3\n )\n\n\n \n\n, \n 'YYYYMMDD'\n )\n\n as date) as date_day, \n cast(app_name as TEXT) as app_name,\n cast(account_number as bigint) as account_id,\n cast(country as TEXT) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(subscription_name as TEXT) as subscription_name,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as TEXT) as device,\n sum(cast(active_free_trial_introductory_offer_subscriptions as bigint)) as active_free_trial_introductory_offer_subscriptions,\n sum(cast(active_pay_as_you_go_introductory_offer_subscriptions as bigint)) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(cast(active_pay_up_front_introductory_offer_subscriptions as bigint)) as active_pay_up_front_introductory_offer_subscriptions,\n sum(cast(active_standard_price_subscriptions as bigint)) as active_standard_price_subscriptions\n from fields\n group by 1,2,3,4,5,6,7,8\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.726342Z", "completed_at": "2024-07-23T15:57:04.783362Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.784798Z", "completed_at": "2024-07-23T15:57:04.784803Z"}], "thread_id": "Thread-6", "execution_time": 0.0663459300994873, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_app_version_source_relation__date_day__app_id__source_type__app_version.29b2c0e4d2", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.762973Z", "completed_at": "2024-07-23T15:57:04.785590Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.787156Z", "completed_at": "2024-07-23T15:57:04.787160Z"}], "thread_id": "Thread-5", "execution_time": 0.06844878196716309, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_device_source_relation__date_day__app_id__source_type__device.aa048fdf6c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.760950Z", "completed_at": "2024-07-23T15:57:04.717145Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.719210Z", "completed_at": "2024-07-23T15:57:04.719214Z"}], "thread_id": "Thread-7", "execution_time": 1.050900936126709, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _filename\n \n as \n \n _filename\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n _index\n \n as \n \n _index\n \n, \n \n \n account_number\n \n as \n \n account_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(account_number as bigint) as account_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(event as TEXT) as event,\n cast(country as TEXT) as country,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(case \n when lower(device) like 'ipod%' then 'iPod' else device\n end as TEXT) as device,\n sum(cast(quantity as bigint)) as quantity\n from fields\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.765629Z", "completed_at": "2024-07-23T15:57:04.785953Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.787860Z", "completed_at": "2024-07-23T15:57:04.787864Z"}], "thread_id": "Thread-8", "execution_time": 0.06891798973083496, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__app_version_report", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__crashes_app_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n app_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\ncrashes_app_version_report as (\n \n select *\n from __dbt__cte__int_apple_store__crashes_app_version\n),\n\nusage_app_version_report as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_app_version\"\n),\n\nreporting_grain_combined as (\n \n select\n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from usage_app_version_report\n union all \n select \n source_relation,\n date_day,\n app_id,\n source_type,\n app_version\n from crashes_app_version_report\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.app_version,\n coalesce(crashes_app_version_report.crashes, 0) as crashes,\n coalesce(usage_app_version_report.active_devices, 0) as active_devices,\n coalesce(usage_app_version_report.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_app_version_report.deletions, 0) as deletions,\n coalesce(usage_app_version_report.installations, 0) as installations,\n coalesce(usage_app_version_report.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join crashes_app_version_report\n on reporting_grain.date_day = crashes_app_version_report.date_day\n and reporting_grain.source_relation = crashes_app_version_report.source_relation\n and reporting_grain.app_id = crashes_app_version_report.app_id\n and reporting_grain.source_type = crashes_app_version_report.source_type\n and reporting_grain.app_version = crashes_app_version_report.app_version\n left join usage_app_version_report\n on reporting_grain.date_day = usage_app_version_report.date_day\n and reporting_grain.source_relation = usage_app_version_report.source_relation\n and reporting_grain.app_id = usage_app_version_report.app_id \n and reporting_grain.source_type = usage_app_version_report.source_type\n and reporting_grain.app_version = usage_app_version_report.app_version\n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__app_version_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:03.876636Z", "completed_at": "2024-07-23T15:57:04.717418Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.719435Z", "completed_at": "2024-07-23T15:57:04.719438Z"}], "thread_id": "Thread-4", "execution_time": 0.9264101982116699, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store_source.stg_apple_store__usage_territory", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n active_devices\n \n as \n \n active_devices\n \n, \n \n \n active_devices_last_30_days\n \n as \n \n active_devices_last_30_days\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n deletions\n \n as \n \n deletions\n \n, \n \n \n installations\n \n as \n \n installations\n \n, \n \n \n meets_threshold\n \n as \n \n meets_threshold\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n territory\n \n as \n \n territory\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(source_type as TEXT) as source_type,\n cast(territory as TEXT) as territory,\n cast(active_devices as bigint) as active_devices,\n cast(active_devices_last_30_days as bigint) as active_devices_last_30_days,\n cast(deletions as bigint) as deletions,\n cast(installations as bigint) as installations,\n cast(sessions as bigint) as sessions\n from fields\n)\n\nselect * \nfrom final", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.789176Z", "completed_at": "2024-07-23T15:57:04.799057Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.833344Z", "completed_at": "2024-07-23T15:57:04.833353Z"}], "thread_id": "Thread-2", "execution_time": 0.048243045806884766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__date_day__account_id__app_name__subscription_name__device__country__state.4c663eea8c", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_name, subscription_name, device, country, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, date_day, account_id, app_name, subscription_name, device, country, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.794980Z", "completed_at": "2024-07-23T15:57:04.812179Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.833947Z", "completed_at": "2024-07-23T15:57:04.833950Z"}], "thread_id": "Thread-3", "execution_time": 0.04785895347595215, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_platform_version_source_relation__date_day__app_id__source_type__platform_version.c82550bed4", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.799275Z", "completed_at": "2024-07-23T15:57:04.845441Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.853553Z", "completed_at": "2024-07-23T15:57:04.853558Z"}], "thread_id": "Thread-1", "execution_time": 0.06491303443908691, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__platform_version_report", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_platform_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n platform_version,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_platform_version as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_platform_version\"\n),\n\ncrashes_platform_version as (\n \n select *\n from __dbt__cte__int_apple_store__platform_version\n),\n\ndownloads_platform_version as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_platform_version\"\n),\n\nusage_platform_version as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_platform_version\"\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from app_store_platform_version\n union all\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n platform_version\n from crashes_platform_version\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.platform_version,\n coalesce(app_store_platform_version.impressions, 0) as impressions,\n coalesce(app_store_platform_version.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_platform_version.page_views, 0) as page_views,\n coalesce(app_store_platform_version.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_platform_version.crashes, 0) as crashes,\n coalesce(downloads_platform_version.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_platform_version.redownloads, 0) as redownloads,\n coalesce(downloads_platform_version.total_downloads, 0) as total_downloads,\n coalesce(usage_platform_version.active_devices, 0) as active_devices,\n coalesce(usage_platform_version.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_platform_version.deletions, 0) as deletions,\n coalesce(usage_platform_version.installations, 0) as installations,\n coalesce(usage_platform_version.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_platform_version \n on reporting_grain.date_day = app_store_platform_version.date_day\n and reporting_grain.source_relation = app_store_platform_version.source_relation\n and reporting_grain.app_id = app_store_platform_version.app_id \n and reporting_grain.source_type = app_store_platform_version.source_type\n and reporting_grain.platform_version = app_store_platform_version.platform_version\n left join crashes_platform_version\n on reporting_grain.date_day = crashes_platform_version.date_day\n and reporting_grain.source_relation = crashes_platform_version.source_relation\n and reporting_grain.app_id = crashes_platform_version.app_id\n and reporting_grain.source_type = crashes_platform_version.source_type\n and reporting_grain.platform_version = crashes_platform_version.platform_version \n left join downloads_platform_version\n on reporting_grain.date_day = downloads_platform_version.date_day\n and reporting_grain.source_relation = downloads_platform_version.source_relation\n and reporting_grain.app_id = downloads_platform_version.app_id \n and reporting_grain.source_type = downloads_platform_version.source_type\n and reporting_grain.platform_version = downloads_platform_version.platform_version\n left join usage_platform_version\n on reporting_grain.date_day = usage_platform_version.date_day\n and reporting_grain.source_relation = usage_platform_version.source_relation\n and reporting_grain.app_id = usage_platform_version.app_id \n and reporting_grain.source_type = usage_platform_version.source_type\n and reporting_grain.platform_version = usage_platform_version.platform_version\n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__platform_version_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.819248Z", "completed_at": "2024-07-23T15:57:04.849081Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.854356Z", "completed_at": "2024-07-23T15:57:04.854359Z"}], "thread_id": "Thread-6", "execution_time": 0.06547307968139648, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__source_type_report", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_store_source_type as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__downloads_source_type as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__usage_source_type as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n source_type,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3,4\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__app_store_source_type\n),\n\ndownloads_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__downloads_source_type\n),\n\nusage_source_type as (\n\n select *\n from __dbt__cte__int_apple_store__usage_source_type\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type\n from app_store_source_type\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n coalesce(app_store_source_type.impressions, 0) as impressions,\n coalesce(app_store_source_type.page_views, 0) as page_views,\n coalesce(downloads_source_type.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_source_type.redownloads, 0) as redownloads,\n coalesce(downloads_source_type.total_downloads, 0) as total_downloads,\n coalesce(usage_source_type.active_devices, 0) as active_devices,\n coalesce(usage_source_type.deletions, 0) as deletions,\n coalesce(usage_source_type.installations, 0) as installations,\n coalesce(usage_source_type.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_source_type\n on reporting_grain.date_day = app_store_source_type.date_day\n and reporting_grain.source_relation = app_store_source_type.source_relation\n and reporting_grain.app_id = app_store_source_type.app_id \n and reporting_grain.source_type = app_store_source_type.source_type\n left join downloads_source_type\n on reporting_grain.date_day = downloads_source_type.date_day\n and reporting_grain.source_relation = downloads_source_type.source_relation\n and reporting_grain.app_id = downloads_source_type.app_id \n and reporting_grain.source_type = downloads_source_type.source_type\n left join usage_source_type\n on reporting_grain.date_day = usage_source_type.date_day\n and reporting_grain.source_relation = usage_source_type.source_relation\n and reporting_grain.app_id = usage_source_type.app_id \n and reporting_grain.source_type = usage_source_type.source_type\n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__source_type_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.845718Z", "completed_at": "2024-07-23T15:57:04.855510Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.858375Z", "completed_at": "2024-07-23T15:57:04.858381Z"}], "thread_id": "Thread-7", "execution_time": 0.05970621109008789, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__date_day__account_id__app_name__subscription_name__device__event__country__state.89b9a03f45", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_name, subscription_name, device, event, country, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, date_day, account_id, app_name, subscription_name, device, event, country, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.849300Z", "completed_at": "2024-07-23T15:57:04.856141Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.859168Z", "completed_at": "2024-07-23T15:57:04.859174Z"}], "thread_id": "Thread-4", "execution_time": 0.04733896255493164, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__territory_report", "compiled": true, "compiled_code": "with app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_territory as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_territory\"\n),\n\ncountry_codes as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_source\".\"apple_store_country_codes\"\n),\n\ndownloads_territory as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_territory\"\n),\n\nusage_territory as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\"\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id,\n source_type,\n territory \n from app_store_territory\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n reporting_grain.source_type,\n reporting_grain.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(app_store_territory.impressions, 0) as impressions,\n coalesce(app_store_territory.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_territory.page_views, 0) as page_views,\n coalesce(app_store_territory.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(downloads_territory.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_territory.redownloads, 0) as redownloads,\n coalesce(downloads_territory.total_downloads, 0) as total_downloads,\n coalesce(usage_territory.active_devices, 0) as active_devices,\n coalesce(usage_territory.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_territory.deletions, 0) as deletions,\n coalesce(usage_territory.installations, 0) as installations,\n coalesce(usage_territory.sessions, 0) as sessions\n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_territory \n on reporting_grain.date_day = app_store_territory.date_day\n and reporting_grain.source_relation = app_store_territory.source_relation\n and reporting_grain.app_id = app_store_territory.app_id \n and reporting_grain.source_type = app_store_territory.source_type\n and reporting_grain.territory = app_store_territory.territory\n left join downloads_territory\n on reporting_grain.date_day = downloads_territory.date_day\n and reporting_grain.source_relation = downloads_territory.source_relation\n and reporting_grain.app_id = downloads_territory.app_id \n and reporting_grain.source_type = downloads_territory.source_type\n and reporting_grain.territory = downloads_territory.territory\n left join usage_territory\n on reporting_grain.date_day = usage_territory.date_day\n and reporting_grain.source_relation = usage_territory.source_relation\n and reporting_grain.app_id = usage_territory.app_id \n and reporting_grain.source_type = usage_territory.source_type\n and reporting_grain.territory = usage_territory.territory\n left join country_codes as official_country_codes\n on reporting_grain.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on reporting_grain.territory = alternative_country_codes.alternative_country_name\n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__territory_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.859851Z", "completed_at": "2024-07-23T15:57:04.875054Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.911662Z", "completed_at": "2024-07-23T15:57:04.911669Z"}], "thread_id": "Thread-2", "execution_time": 0.05768895149230957, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__usage_territory_source_relation__date_day__app_id__source_type__territory.2028f8f100", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_territory\"\n group by source_relation, date_day, app_id, source_type, territory\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.865532Z", "completed_at": "2024-07-23T15:57:04.905921Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.912458Z", "completed_at": "2024-07-23T15:57:04.912462Z"}], "thread_id": "Thread-3", "execution_time": 0.05669593811035156, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.875299Z", "completed_at": "2024-07-23T15:57:04.919006Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.944833Z", "completed_at": "2024-07-23T15:57:04.944837Z"}], "thread_id": "Thread-1", "execution_time": 0.0853278636932373, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.881252Z", "completed_at": "2024-07-23T15:57:04.928560Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.945280Z", "completed_at": "2024-07-23T15:57:04.945284Z"}], "thread_id": "Thread-5", "execution_time": 0.08068299293518066, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__subscription_report", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n), subscription_summary as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_summary\n),\n\nsubscription_events as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_events\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain_combined as (\n\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_summary\n union all\n select\n source_relation,\n cast(date_day as date) as date_day,\n account_id,\n account_name,\n app_name,\n app_id,\n subscription_name,\n country,\n state \n from subscription_events\n),\n\nreporting_grain as (\n\n select \n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.account_id,\n reporting_grain.account_name, \n reporting_grain.app_id,\n reporting_grain.app_name,\n reporting_grain.subscription_name, \n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n reporting_grain.country as territory_short,\n reporting_grain.state,\n country_codes.region, \n country_codes.sub_region,\n coalesce(subscription_summary.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_summary.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscription_events.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscription_events.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscription_events.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain\n left join subscription_summary\n on reporting_grain.date_day = subscription_summary.date_day\n and reporting_grain.source_relation = subscription_summary.source_relation\n and reporting_grain.account_id = subscription_summary.account_id \n and reporting_grain.app_name = subscription_summary.app_name\n and reporting_grain.subscription_name = subscription_summary.subscription_name\n and reporting_grain.country = subscription_summary.country\n and (reporting_grain.state = subscription_summary.state or (reporting_grain.state is null and subscription_summary.state is null))\n left join subscription_events\n on reporting_grain.date_day = subscription_events.date_day\n and reporting_grain.source_relation = subscription_events.source_relation\n and reporting_grain.account_id = subscription_events.account_id \n and reporting_grain.app_name = subscription_events.app_name\n and reporting_grain.subscription_name = subscription_events.subscription_name\n and reporting_grain.country = subscription_events.country\n and (reporting_grain.state = subscription_events.state or (reporting_grain.state is null and subscription_events.state is null))\n left join country_codes\n on reporting_grain.country = country_codes.country_code_alpha_2\n \n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__subscription_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.878549Z", "completed_at": "2024-07-23T15:57:04.944233Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.945701Z", "completed_at": "2024-07-23T15:57:04.945705Z"}], "thread_id": "Thread-6", "execution_time": 0.08147215843200684, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.919233Z", "completed_at": "2024-07-23T15:57:04.946377Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.947398Z", "completed_at": "2024-07-23T15:57:04.947402Z"}], "thread_id": "Thread-4", "execution_time": 0.06918883323669434, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.913028Z", "completed_at": "2024-07-23T15:57:04.946642Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.947752Z", "completed_at": "2024-07-23T15:57:04.947756Z"}], "thread_id": "Thread-7", "execution_time": 0.07308506965637207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__device_report", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__crashes_device as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n device,\n cast(null as TEXT) as source_type,\n sum(crashes) as crashes\n from base\n group by 1,2,3,4,5\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__subscription_device as (\n\n\nwith app as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsubscription_summary as (\n\n select\n source_relation,\n date_day,\n app_name,\n device,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4\n), \n\nfiltered_subscription_events as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted_subscription_events as (\n \n select\n source_relation,\n date_day,\n app_name,\n device\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered_subscription_events\n group by 1,2,3,4\n),\n\njoined as (\n\n select \n app.app_id,\n pivoted_subscription_events.*,\n subscription_summary.active_free_trial_introductory_offer_subscriptions,\n subscription_summary.active_pay_as_you_go_introductory_offer_subscriptions,\n subscription_summary.active_pay_up_front_introductory_offer_subscriptions,\n subscription_summary.active_standard_price_subscriptions,\n cast(null as TEXT) as source_type\n from subscription_summary \n left join pivoted_subscription_events\n on subscription_summary.date_day = pivoted_subscription_events.date_day\n and subscription_summary.source_relation = pivoted_subscription_events.source_relation\n and subscription_summary.app_name = pivoted_subscription_events.app_name\n and subscription_summary.device = pivoted_subscription_events.device\n left join app \n on subscription_summary.app_name = app.app_name\n and subscription_summary.source_relation = app.source_relation\n)\n\nselect * \nfrom joined\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\ndownloads_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\nusage_device as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\ncrashes_device as (\n\n select *\n from __dbt__cte__int_apple_store__crashes_device\n),\n\n\nsubscription_device as (\n\n select *\n from __dbt__cte__int_apple_store__subscription_device\n),\n\n\nreporting_grain_combined as (\n\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device \n from app_store_device\n union all\n select\n source_relation,\n date_day,\n app_id,\n source_type,\n device\n from crashes_device\n),\n\nreporting_grain as (\n \n select\n distinct *\n from reporting_grain_combined\n),\n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id, \n app.app_name,\n reporting_grain.source_type,\n reporting_grain.device,\n coalesce(app_store_device.impressions, 0) as impressions,\n coalesce(app_store_device.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(app_store_device.page_views, 0) as page_views,\n coalesce(app_store_device.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(crashes_device.crashes, 0) as crashes,\n coalesce(downloads_device.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads_device.redownloads, 0) as redownloads,\n coalesce(downloads_device.total_downloads, 0) as total_downloads,\n coalesce(usage_device.active_devices, 0) as active_devices,\n coalesce(usage_device.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(usage_device.deletions, 0) as deletions,\n coalesce(usage_device.installations, 0) as installations,\n coalesce(usage_device.sessions, 0) as sessions\n \n ,\n coalesce(subscription_device.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_a_you_go_introductory_offer_subscriptions,\n coalesce(subscription_device.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscription_device.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscription_device.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscription_device.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscription_device.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store_device \n on reporting_grain.date_day = app_store_device.date_day\n and reporting_grain.source_relation = app_store_device.source_relation\n and reporting_grain.app_id = app_store_device.app_id \n and reporting_grain.source_type = app_store_device.source_type\n and reporting_grain.device = app_store_device.device\n left join crashes_device\n on reporting_grain.date_day = crashes_device.date_day\n and reporting_grain.source_relation = crashes_device.source_relation\n and reporting_grain.app_id = crashes_device.app_id\n and reporting_grain.source_type = crashes_device.source_type\n and reporting_grain.device = crashes_device.device\n left join downloads_device\n on reporting_grain.date_day = downloads_device.date_day\n and reporting_grain.source_relation = downloads_device.source_relation\n and reporting_grain.app_id = downloads_device.app_id \n and reporting_grain.source_type = downloads_device.source_type\n and reporting_grain.device = downloads_device.device\n \n left join subscription_device\n on reporting_grain.date_day = subscription_device.date_day\n and reporting_grain.source_relation = subscription_device.source_relation\n and reporting_grain.app_id = subscription_device.app_id \n and reporting_grain.source_type = subscription_device.source_type\n and reporting_grain.device = subscription_device.device\n \n left join usage_device\n on reporting_grain.date_day = usage_device.date_day\n and reporting_grain.source_relation = usage_device.source_relation\n and reporting_grain.app_id = usage_device.app_id \n and reporting_grain.source_type = usage_device.source_type\n and reporting_grain.device = usage_device.device\n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__device_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.968893Z", "completed_at": "2024-07-23T15:57:04.975092Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.975316Z", "completed_at": "2024-07-23T15:57:04.975321Z"}], "thread_id": "Thread-8", "execution_time": 0.027302265167236328, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__account_id__app_id__subscription_name__territory_long__state.77cd2fc10f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, account_id, app_id, subscription_name, territory_long, state\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, account_id, app_id, subscription_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.948301Z", "completed_at": "2024-07-23T15:57:04.975718Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.975930Z", "completed_at": "2024-07-23T15:57:04.975933Z"}], "thread_id": "Thread-2", "execution_time": 0.02989816665649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.apple_store.apple_store__overview_report", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_store_overview as (\nwith base as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app_store_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__crashes_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__crashes_app_version\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day, \n app_id,\n sum(crashes) as crashes\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__downloads_overview as (\nwith base as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__downloads_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from base \n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__sales_subscription_summary as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\njoined as (\n\n select \n base.source_relation,\n base.date_day,\n base.account_id,\n sales_account.account_name,\n app.app_id,\n base.app_name,\n base.subscription_name,\n base.country,\n base.state,\n sum(base.active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(base.active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(base.active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(base.active_standard_price_subscriptions) as active_standard_price_subscriptions\n from base\n left join app \n on base.app_name = app.app_name\n and base.source_relation = app.source_relation\n left join sales_account \n on base.account_id = sales_account.account_id\n and base.source_relation = sales_account.source_relation\n group by 1,2,3,4,5,6,7,8,9\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_events as (\n\n\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n),\n\napp as (\n \n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\nsales_account as (\n \n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__sales_account\"\n),\n\nfiltered as (\n\n select *\n from base \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\npivoted as (\n \n select\n date_day\n , source_relation\n , account_id\n , app_name\n , subscription_name\n , country\n , state\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from filtered\n group by 1,2,3,4,5,6,7\n),\n\njoined as (\n\n select \n pivoted.source_relation,\n pivoted.date_day,\n pivoted.account_id,\n sales_account.account_name,\n app.app_id,\n pivoted.app_name,\n pivoted.subscription_name,\n pivoted.country,\n pivoted.state\n \n , pivoted.event_renew\n \n , pivoted.event_cancel\n \n , pivoted.event_subscribe\n \n from pivoted\n left join app \n on pivoted.app_name = app.app_name\n and pivoted.source_relation = app.source_relation\n left join sales_account \n on pivoted.account_id = sales_account.account_id\n and pivoted.source_relation = sales_account.source_relation\n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__sales_subscription_overview as (\n\n\nwith subscription_summary as (\n\n select\n source_relation,\n date_day,\n app_id,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from __dbt__cte__int_apple_store__sales_subscription_summary\n group by 1,2,3\n), \n\nsubscription_events as (\n\n select \n source_relation,\n date_day,\n app_id\n \n \n , coalesce(sum(event_renew), 0)\n as event_renew \n \n \n , coalesce(sum(event_cancel), 0)\n as event_cancel \n \n \n , coalesce(sum(event_subscribe), 0)\n as event_subscribe \n \n from __dbt__cte__int_apple_store__sales_subscription_events\n group by 1,2,3\n), \n\njoined as (\n\n select \n subscription_events.*,\n active_free_trial_introductory_offer_subscriptions,\n active_pay_as_you_go_introductory_offer_subscriptions,\n active_pay_up_front_introductory_offer_subscriptions,\n active_standard_price_subscriptions\n from subscription_summary \n left join subscription_events\n on subscription_summary.date_day = subscription_events.date_day\n and subscription_summary.source_relation = subscription_events.source_relation\n and subscription_summary.app_id = subscription_events.app_id \n)\n\nselect * \nfrom joined\n), __dbt__cte__int_apple_store__usage_overview as (\nwith base as (\n\n select *\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__usage_device\"\n),\n\naggregated as (\n\n select \n source_relation,\n date_day,\n app_id,\n sum(active_devices) as active_devices,\n sum(deletions) as deletions,\n sum(installations) as installations,\n sum(sessions) as sessions\n from base\n group by 1,2,3\n)\n\nselect * \nfrom aggregated\n), app as (\n\n select * \n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"stg_apple_store__app\"\n),\n\napp_store as (\n\n select *\n from __dbt__cte__int_apple_store__app_store_overview\n),\n\ncrashes as (\n\n select *\n from __dbt__cte__int_apple_store__crashes_overview\n),\n\ndownloads as (\n\n select *\n from __dbt__cte__int_apple_store__downloads_overview\n),\n\n\nsubscriptions as (\n\n select *\n from __dbt__cte__int_apple_store__sales_subscription_overview\n), \n\n\nusage as (\n\n select *\n from __dbt__cte__int_apple_store__usage_overview\n),\n\nreporting_grain as (\n\n select distinct\n source_relation,\n date_day,\n app_id \n from app_store\n), \n\njoined as (\n\n select \n reporting_grain.source_relation,\n reporting_grain.date_day,\n reporting_grain.app_id,\n app.app_name,\n coalesce(app_store.impressions, 0) as impressions,\n coalesce(app_store.page_views, 0) as page_views,\n coalesce(crashes.crashes,0) as crashes,\n coalesce(downloads.first_time_downloads, 0) as first_time_downloads,\n coalesce(downloads.redownloads, 0) as redownloads,\n coalesce(downloads.total_downloads, 0) as total_downloads,\n coalesce(usage.active_devices, 0) as active_devices,\n coalesce(usage.deletions, 0) as deletions,\n coalesce(usage.installations, 0) as installations,\n coalesce(usage.sessions, 0) as sessions\n \n ,\n coalesce(subscriptions.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(subscriptions.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(subscriptions.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(subscriptions.event_renew, 0)\n as event_renew \n \n \n , coalesce(subscriptions.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(subscriptions.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain\n left join app \n on reporting_grain.app_id = app.app_id\n and reporting_grain.source_relation = app.source_relation\n left join app_store \n on reporting_grain.date_day = app_store.date_day\n and reporting_grain.source_relation = app_store.source_relation\n and reporting_grain.app_id = app_store.app_id\n left join crashes\n on reporting_grain.date_day = crashes.date_day\n and reporting_grain.source_relation = crashes.source_relation\n and reporting_grain.app_id = crashes.app_id\n left join downloads\n on reporting_grain.date_day = downloads.date_day\n and reporting_grain.source_relation = downloads.source_relation\n and reporting_grain.app_id = downloads.app_id\n \n left join subscriptions \n on reporting_grain.date_day = subscriptions.date_day\n and reporting_grain.source_relation = subscriptions.source_relation\n and reporting_grain.app_id = subscriptions.app_id\n \n left join usage\n on reporting_grain.date_day = usage.date_day\n and reporting_grain.source_relation = usage.source_relation\n and reporting_grain.app_id = usage.app_id \n)\n\nselect * \nfrom joined", "relation_name": "\"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__overview_report\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.972198Z", "completed_at": "2024-07-23T15:57:04.976850Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.977255Z", "completed_at": "2024-07-23T15:57:04.977258Z"}], "thread_id": "Thread-1", "execution_time": 0.005645036697387695, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2024-07-23T15:57:04.977596Z", "completed_at": "2024-07-23T15:57:04.981356Z"}, {"name": "execute", "started_at": "2024-07-23T15:57:04.981574Z", "completed_at": "2024-07-23T15:57:04.981578Z"}], "thread_id": "Thread-6", "execution_time": 0.0050318241119384766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"zz_apple_store_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "relation_name": null}], "elapsed_time": 5.422065019607544, "args": {"select": [], "exclude": [], "empty_catalog": false, "require_resource_names_without_spaces": false, "invocation_command": "dbt docs generate", "log_format": "default", "source_freshness_run_project_hooks": false, "strict_mode": false, "log_path": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests/logs", "use_colors": true, "show_resource_report": false, "send_anonymous_usage_stats": true, "compile": true, "vars": {}, "write_json": true, "printer_width": 80, "require_explicit_package_overrides_for_builtin_materializations": true, "cache_selected_only": false, "warn_error_options": {"include": [], "exclude": []}, "populate_cache": true, "static": false, "project_dir": "/Users/catherinefritz/Documents/dbt_packages/apple_store/dbt_apple_store/integration_tests", "which": "generate", "log_format_file": "debug", "static_parser": true, "enable_legacy_logger": false, "log_level_file": "debug", "macro_debugging": false, "introspect": true, "indirect_selection": "eager", "defer": false, "quiet": false, "favor_state": false, "use_colors_file": true, "log_file_max_bytes": 10485760, "partial_parse_file_diff": true, "print": true, "partial_parse": true, "version_check": true, "log_level": "info", "profiles_dir": "/Users/catherinefritz/.dbt"}} \ No newline at end of file From 105389c4e2029fb8342cf1382d56f335f1570840 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:40:34 -0600 Subject: [PATCH 18/57] deps --- packages.yml | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/packages.yml b/packages.yml index 9de1694..a587864 100644 --- a/packages.yml +++ b/packages.yml @@ -1,3 +1,9 @@ packages: -- package: fivetran/apple_store_source - version: [">=0.4.0", "<0.5.0"] +# - package: fivetran/apple_store_source +# version: [">=0.5.0", "<0.6.0"] + +# - local: ../../dbt_apple_store_source + + - git: https://github.com/fivetran/dbt_apple_store_source.git + revision: nov_2024_schema + warn-unpinned: false \ No newline at end of file From aeb2564489c8d896ebf95fb43975bfa69e43cb9b Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 31 Jan 2025 23:49:53 -0600 Subject: [PATCH 19/57] schema --- integration_tests/ci/sample.profiles.yml | 10 +++++----- integration_tests/dbt_project.yml | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 4ef15e7..80961b9 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_7 + schema: apple_store_integration_tests_8 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_7 + schema: apple_store_integration_tests_8 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_7 + schema: apple_store_integration_tests_8 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_7 + schema: apple_store_integration_tests_8 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_7 + schema: apple_store_integration_tests_8 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 1a3f242..70e7d8e 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_7 + apple_store_schema: apple_store_integration_tests_8 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" From e3e45db57f35a43085c5e290da631addfbefb7a6 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Sat, 1 Feb 2025 22:20:15 -0600 Subject: [PATCH 20/57] rm integrity territory report since staging model is removed, fix consistency test, update changelog --- CHANGELOG.md | 8 +++- .../consistency_device_report_count.sql | 1 + .../integrity/integrity_territory_report.sql | 43 ------------------- 3 files changed, 7 insertions(+), 45 deletions(-) delete mode 100644 integration_tests/tests/integrity/integrity_territory_report.sql diff --git a/CHANGELOG.md b/CHANGELOG.md index 1a5e0f0..65049d2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,8 +1,12 @@ -# dbt_apple_store version.version +# dbt_apple_store v0.5.0 +## Breaking Changes: Schema Change +- Following the connector's [Nov 2024 Update](https://fivetran.com/docs/connectors/applications/apple-app-store/changelog#november2024) to sync from the [App Store Connect API](https://developer.apple.com/documentation/appstoreconnectapi), we've updated this dbt package to reflect the new schema which includes the following changes: # Breaking Changes --- account_id and account_name have been removed +- The `account_id` and `account_name` fields have been removed. + +## to be complete ## Documentation - Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) diff --git a/integration_tests/tests/consistency/row_counts/consistency_device_report_count.sql b/integration_tests/tests/consistency/row_counts/consistency_device_report_count.sql index ce42b00..b61236a 100644 --- a/integration_tests/tests/consistency/row_counts/consistency_device_report_count.sql +++ b/integration_tests/tests/consistency/row_counts/consistency_device_report_count.sql @@ -7,6 +7,7 @@ with prod as ( select count(*) as prod_rows from {{ target.schema }}_apple_store_prod.apple_store__device_report_count +), dev as ( select count(*) as dev_rows diff --git a/integration_tests/tests/integrity/integrity_territory_report.sql b/integration_tests/tests/integrity/integrity_territory_report.sql deleted file mode 100644 index 613058e..0000000 --- a/integration_tests/tests/integrity/integrity_territory_report.sql +++ /dev/null @@ -1,43 +0,0 @@ -{{ config( - tags="fivetran_validations", - enabled=var('fivetran_validation_tests_enabled', false) -) }} - -/* this test is to make sure there is no fanout from unioning -this is meant as a pulse check since the other models do not -have as predictable of a row count. */ -{% if var('apple_store_union_schemas', none) is not none %} - with source_counts as ( - {% for schema in var('apple_store_union_schemas') %} - ( - select count(*) as schema_source_count - from {{ schema }}.app_store_territory_source_type_report - ) - {% if not loop.last %} - union all - {% endif %} - {% endfor %} - ), - - source_count as ( - select sum(schema_source_count) as row_count - from source_counts - ), - -{% else %} - with source_count as ( - select count(*) as row_count - from {{ source('apple_store', 'app_store_territory_source_type_report') }} - ), -{% endif %} - -final_count as ( - select count(*) as row_count - from {{ target.schema }}_apple_store_dev.apple_store__territory_report -) - --- test will return values and fail if the row counts don't match -select * -from source_count -join final_count - on source_count.row_count != final_count.row_count \ No newline at end of file From 9fc03a138e8114e2f908fee1eb974f4b55b9df46 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 4 Feb 2025 10:26:17 -0600 Subject: [PATCH 21/57] seed updates --- .../seeds/app_session_detailed_daily.csv | 6 +++--- ...ore_discovery_and_engagement_detailed_daily.csv | 14 +++++++------- .../seeds/app_store_download_detailed_daily.csv | 4 ++-- ...re_installation_and_deletion_detailed_daily.csv | 2 +- 4 files changed, 13 insertions(+), 13 deletions(-) diff --git a/integration_tests/seeds/app_session_detailed_daily.csv b/integration_tests/seeds/app_session_detailed_daily.csv index 3678e09..aa048b6 100644 --- a/integration_tests/seeds/app_session_detailed_daily.csv +++ b/integration_tests/seeds/app_session_detailed_daily.csv @@ -1,11 +1,11 @@ _fivetran_id,app_id,date,app_version,device,platform_version,source_type,page_type,app_download_date,territory,sessions,total_session_duration,unique_devices,source_info,page_title,_fivetran_synced -o5wEoLRdDH/NskmQrUaaZBKLaTM=,239587236,2024-11-08,329372.0,iPhone,iOS 17.6,App referrer,Product page,,US,14,797,5,spotify.com,Default Custom Product Page,2024-11-13 17:10:45.370 +00:00 +o5wEoLRdDH/NskmQrUaaZBKLaTM=,239587236,2024-11-08,329372.0,iPhone,iOS 17.6,App referrer,Product page,,US,14,797,5,source_website.com,Default Custom Product Page,2024-11-13 17:10:45.370 +00:00 z5uCMEdxXVl3h0n+kYepEiVUtvo=,239587236,2024-11-09,120652.0,iPhone,iOS 16.7,App Store search,Product page,,IT,9,898,5,,Default Custom Product Page,2024-11-14 17:10:29.921 +00:00 -VbvXuJhvMfNLeK0uN1kG/9H1K3c=,239587236,2024-11-09,329372.0,iPhone,iOS 18.1,Web referrer,Product page,,TW,23,752,5,google.com.tw,Default Custom Product Page,2024-11-14 17:10:32.333 +00:00 +VbvXuJhvMfNLeK0uN1kG/9H1K3c=,239587236,2024-11-09,329372.0,iPhone,iOS 18.1,Web referrer,Product page,,TW,23,752,5,website.com,Default Custom Product Page,2024-11-14 17:10:32.333 +00:00 xq+QCXmwomsV+hoAVUXQ53pVevY=,239587236,2024-11-10,329372.0,iPhone,iOS 17.6,App Store search,No page,2024-11-02,PT,18,306,5,,Default No Page,2024-11-15 17:15:52.331 +00:00 Xa6PaV9l8ni0U6VGuNwSNMm7KdU=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,HK,15,3198,7,,Default No Page,2024-11-15 17:15:53.906 +00:00 GF8h2QWP830nj8JLncVlc3ijoqA=,239587236,2024-11-10,329372.1,iPhone,iOS 17.6,App Store search,No page,2024-11-10,IL,20,2873,7,,Default No Page,2024-11-15 17:15:53.993 +00:00 kGwZC0OxQTTlblE1X/H4KjUpFv8=,239587236,2024-11-10,120658.0,iPhone,iOS 18.0,App Store search,Product page,,IT,6,76,6,,Default Custom Product Page,2024-11-15 17:15:51.026 +00:00 -NgrBbeUJS4ydIChu1HbkUteIoM4=,239587236,2024-11-10,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,SE,6,358,5,cnet.com,Default Custom Product Page,2024-11-15 17:15:52.045 +00:00 +NgrBbeUJS4ydIChu1HbkUteIoM4=,239587236,2024-11-10,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,SE,6,358,5,source_website.com,Default Custom Product Page,2024-11-15 17:15:52.045 +00:00 iSC24SA4YvjP88OUma5VAuqbAIk=,239587236,2024-11-10,120654.0,iPhone,iOS 16.7,App Store search,No page,,LB,85,15485,5,,Default No Page,2024-11-15 17:15:50.794 +00:00 NSjp+2R/xirT0vO4JQMQfWDwEHk=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,GB,11,385,5,,Default No Page,2024-11-15 17:15:53.906 +00:00 diff --git a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv index cc72cde..934b714 100644 --- a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv +++ b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv @@ -1,11 +1,11 @@ _fivetran_id,app_id,date,event,page_type,source_type,engagement_type,device,platform_version,territory,counts,unique_counts,page_title,source_info,_fivetran_synced -5SJIE4ZfUINJ3AI1T1A5AzRUqLc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 17.4,US,7,5,Default product page,com.wordle,2024-11-07 17:10:21.652 +00:00 +5SJIE4ZfUINJ3AI1T1A5AzRUqLc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 17.4,US,7,5,Default product page,website.com,2024-11-07 17:10:21.652 +00:00 fTN+30viu9DOGf7xi0alJ3h3HMs=,239587236,2024-11-04,Page view,Store sheet,App Store browse,,iPhone,iOS 17.3,US,6,6,Default product page,,2024-11-07 17:10:18.235 +00:00 -9zmUs3grlpd8K7mhYs6t0P7GGBc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,US,5,5,Default product page,com.tradle.us.ios,2024-11-07 17:10:21.376 +00:00 -Ar8iylQfK9915AfMCqvslNeqbco=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPad,iOS 16.7,FR,5,5,Default product page,com.g2g.g2g.ios,2024-11-08 17:11:38.625 +00:00 +9zmUs3grlpd8K7mhYs6t0P7GGBc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,US,5,5,Default product page,website_two.com,2024-11-07 17:10:21.376 +00:00 +Ar8iylQfK9915AfMCqvslNeqbco=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPad,iOS 16.7,FR,5,5,Default product page,website_two.com,2024-11-08 17:11:38.625 +00:00 vRqeI3eSZtOtBqzLpWvtQXheFDI=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 17.6,CA,6,6,Default product page,,2024-11-08 17:11:38.572 +00:00 pvCxArKHnaAFxuZf63/1PYKkiR4=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 18.0,GR,5,5,Default product page,,2024-11-08 17:11:40.033 +00:00 -6lXCI/W8NqhA3UsQQFvU58cuTZw=,239587236,2024-11-05,Impression,No page,App Store search,,iPhone,iOS 16.6,FR,5,5,League Pass FY25 (ASA),,2024-11-08 17:11:31.470 +00:00 -32rZ60OOHhVps86YhkBS3Z8+BiE=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 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TGwYHBcBQrDPz5kyrHqwRquf2Pc=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 18.0,App Store search,No page,,CR,5,5,,Default No Page,2024-11-18 05:10:16.445 +00:00 QnICsNy0tjs++YD8Jd/gKnkVqr8=,239587236,2024-11-12,Install,Redownload,329372.1,iPhone,iOS 18.0,App Store browse,No page,2024-11-11,US,12,5,,Default No Page,2024-11-18 05:10:17.222 +00:00 From 90753f0bf00344ffb6248b0554ecb83e5b462e12 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 4 Feb 2025 13:45:37 -0600 Subject: [PATCH 22/57] style updates and regen docs --- docs/catalog.json | 2 +- docs/manifest.json | 2 +- models/apple_store__app_version_report.sql | 38 ++++++++--- models/apple_store__device_report.sql | 66 +++++++++++++++---- models/apple_store__overview_report.sql | 56 ++++++++++++---- .../apple_store__platform_version_report.sql | 62 +++++++++++++---- models/apple_store__source_type_report.sql | 37 ++++++++--- models/apple_store__subscription_report.sql | 30 +++++++-- 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"days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary"}, "seed.apple_store_integration_tests.sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_summary", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 4, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 6, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 7, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": "double precision", "index": 9, "name": "customer_price", "comment": null}, "customer_currency": {"type": "text", "index": 10, "name": "customer_currency", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 11, "name": "developer_proceeds", "comment": null}, "proceeds_currency": {"type": "text", "index": 12, "name": "proceeds_currency", "comment": null}, "preserved_pricing": {"type": "text", "index": 13, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 14, "name": "proceeds_reason", "comment": null}, "subscription_offer_name": {"type": "text", "index": 15, "name": "subscription_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 16, "name": "promotional_offer_id", "comment": null}, "state": {"type": "text", "index": 17, "name": "state", "comment": null}, "country": {"type": "text", "index": 18, "name": "country", "comment": null}, "device": {"type": "text", "index": 19, "name": "device", "comment": null}, "client": {"type": "text", "index": 20, "name": "client", "comment": null}, "active_standard_price_subscriptions": {"type": "integer", "index": 21, "name": "active_standard_price_subscriptions", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 22, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 23, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 24, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": null}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 25, "name": "free_trial_promotional_offer_subscriptions", "comment": null}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 26, "name": "pay_up_front_promotional_offer_subscriptions", "comment": null}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 27, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": null}, "marketing_opt_ins": {"type": "integer", "index": 28, "name": "marketing_opt_ins", "comment": null}, "billing_retry": {"type": "integer", "index": 29, "name": "billing_retry", "comment": null}, "grace_period": {"type": "integer", "index": 30, "name": "grace_period", "comment": null}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 31, "name": "free_trial_offer_code_subscriptions", "comment": null}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 32, "name": "pay_up_front_offer_code_subscriptions", "comment": null}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 33, "name": "pay_as_you_go_offer_code_subscriptions", "comment": null}, "subscribers": {"type": "integer", "index": 34, "name": "subscribers", "comment": null}, "_fivetran_synced": {"type": "timestamp without 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 9, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 10, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 11, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 22, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 24, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 25, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 26, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 18, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 19, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 20, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 21, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. 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This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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"name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", 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"subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 6, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 7, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": "double precision", "index": 9, "name": "customer_price", "comment": null}, "customer_currency": {"type": "text", "index": 10, "name": "customer_currency", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 11, "name": "developer_proceeds", "comment": null}, "proceeds_currency": {"type": "text", "index": 12, "name": "proceeds_currency", "comment": null}, "preserved_pricing": {"type": "text", "index": 13, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 14, "name": "proceeds_reason", "comment": null}, "subscription_offer_name": {"type": "text", "index": 15, "name": "subscription_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 16, "name": "promotional_offer_id", "comment": null}, "state": {"type": "text", "index": 17, "name": "state", "comment": null}, "country": {"type": "text", "index": 18, "name": "country", "comment": null}, "device": {"type": "text", "index": 19, "name": "device", "comment": null}, "client": {"type": "text", "index": 20, "name": "client", "comment": null}, "active_standard_price_subscriptions": {"type": "integer", "index": 21, "name": "active_standard_price_subscriptions", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 22, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 23, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, 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"free_trial_offer_code_subscriptions", "comment": null}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 32, "name": "pay_up_front_offer_code_subscriptions", "comment": null}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 33, "name": "pay_as_you_go_offer_code_subscriptions", "comment": null}, "subscribers": {"type": "integer", "index": 34, "name": "subscribers", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 35, "name": "_fivetran_synced", "comment": null}, "date": {"type": "date", "index": 36, "name": "date", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_summary"}, "model.apple_store.apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and app version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. 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Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 9, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 10, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 11, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 22, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 24, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 25, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 26, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 18, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 19, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 20, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 21, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", 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"Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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"/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_download_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_download_detailed_daily.csv", "original_file_path": "seeds/app_store_download_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_store_download_detailed_daily", "fqn": ["apple_store_integration_tests", "app_store_download_detailed_daily"], "alias": "app_store_download_detailed_daily", "checksum": {"name": "sha256", "checksum": "462a09434f666f75fd41cbad86ff4d7866e94fddde16f6010870ee9223714ad3"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.480992, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_download_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_discovery_and_engagement_detailed_daily.csv", "original_file_path": "seeds/app_store_discovery_and_engagement_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_integration_tests", "app_store_discovery_and_engagement_detailed_daily"], "alias": "app_store_discovery_and_engagement_detailed_daily", "checksum": {"name": "sha256", "checksum": "f907268b7c2faef7bcdabb5be8c915df9e59e44c0594d9c875ecdf96e01f1f81"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.481899, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_discovery_and_engagement_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_session_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_session_detailed_daily.csv", "original_file_path": "seeds/app_session_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_session_detailed_daily", "fqn": ["apple_store_integration_tests", "app_session_detailed_daily"], "alias": "app_session_detailed_daily", "checksum": {"name": "sha256", "checksum": "a109e499d594d0dd429e241bc697fe825df7f107024954aa331f451694f80827"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.4832342, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_session_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_event_summary", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "sales_subscription_event_summary.csv", "original_file_path": "seeds/sales_subscription_event_summary.csv", "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary", "fqn": ["apple_store_integration_tests", "sales_subscription_event_summary"], "alias": "sales_subscription_event_summary", "checksum": {"name": "sha256", "checksum": "5a9bcba25679e8bc8bdf353674a57a01ef4170dd6ec57d0f74744147ae2ac3e5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.4848058, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_event_summary\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_crash_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_crash_daily.csv", "original_file_path": "seeds/app_crash_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_crash_daily", "fqn": ["apple_store_integration_tests", "app_crash_daily"], "alias": "app_crash_daily", "checksum": {"name": "sha256", "checksum": "f2f946a54ac0166cbb2fb36d072ce6d24c75c7c242ea9db8b5e379f720140e2d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738385858.486242, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858dcf683682ae7f4a9ea12e816f66e8899a84a61691e267232244f27c165d80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738385858.731391, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738385858.737041, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738385858.739478, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "c0e4da41418d60a8471353347c7e0f2fe3d6a234cc191421763b2e8561876594"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.365557, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(state as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(state as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "ccd400caf35321cbc4a19a0f6b23761420b58366d57cd0a12e3c48ed47e9faed"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.368457, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(state as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(state as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.3695512, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.20469, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.2170901, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.219657, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.222135, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.224927, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.227205, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.229399, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.231628, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_7\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738387382.419154, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "561db8848d6ba9b64b141ee51deafa688dcfed1e1e268205dd86f642fda58d7e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4520068, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_relation from app_crashes\n union all\n select date_day, app_id, source_relation from downloads_daily\n union all\n select date_day, app_id, source_relation from install_deletions\n union all\n select date_day, app_id, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain rg\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_relation from app_crashes\n union all\n select date_day, app_id, source_relation from downloads_daily\n union all\n select date_day, app_id, source_relation from install_deletions\n union all\n select date_day, app_id, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain rg\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "61f413fb65aa428f04ed70e8c82b4d6fb2dfdcb5fe356ee469dcfe35f5b97f32"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4522922, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, app_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, app_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, app_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, app_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, app_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, app_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "611c50919b7a7e726ea946d4b631ee08c743945fdfe89610633b92a81f530bd6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.452675, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, platform_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, platform_version, source_type, source_relation from downloads_daily\n union all\n select date_day, app_id, platform_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, platform_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, platform_version, source_type, source_relation from app_crashes\n union all\n select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, platform_version, source_type, source_relation from downloads_daily\n union all\n select date_day, app_id, platform_version, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, platform_version, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app_crashes ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "41283a2a5bf8b6959db879cf52e3a00c4caaa28d88899363776ea03322129fa6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.4529989, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.date_day = ip.date_day \n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.date_day = ip.date_day \n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "b14924898a56f867740a338abcc813c1d6d4b903f6353248f8d02e1e54538354"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.453631, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, territory, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, territory, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, territory, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, territory, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, territory, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, territory, source_relation from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain rg\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.334303, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "5fbef5b5ad0b566147b0e50c00667b57f20162d8ef278cd044c295b000a82141"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387382.453971, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary\n union all\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain rg\n left join subscription_summary ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events se \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary\n union all\n select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain rg\n left join subscription_summary ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events se \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738387382.401684, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738387382.406263, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738387382.409311, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738387382.4561138, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738387382.457844, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738387382.4595342, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738387382.461083, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738387382.4625049, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738387382.4640052, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.9595761, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.960049, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.9605691, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.961084, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387667.961636, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_7_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "7c78e03673ed9912795b8c27e55a3f9455088a8d3d795db0509d5407782adf1a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738387668.025416, "relation_name": "\"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, device, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, device, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, device, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, device, source_relation from sessions_activity\n union all\n select date_day, app_id, null as source_type, device, source_relation from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select date_day, app_id, source_type, device, source_relation from impressions_and_page_views\n union all\n select date_day, app_id, source_type, device, source_relation from downloads_daily\n union all\n select date_day, app_id, source_type, device, source_relation from install_deletions\n union all\n select date_day, app_id, source_type, device, source_relation from sessions_activity\n union all\n select date_day, app_id, null as source_type, device, source_relation from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain rg\n left join impressions_and_page_views ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app a \n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738387667.9871428, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738387667.991981, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738387667.9934888, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738387667.9950452, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738387667.996522, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738387668.025772, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_7_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_app\"", "created_at": 1738387382.466558}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_event_summary\"", "created_at": 1738387382.4666638}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"sales_subscription_summary\"", "created_at": 1738387382.466763}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738387382.466822}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738387382.466878}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_store_download_detailed_daily\"", "created_at": 1738387382.466934}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_crash_daily\"", "created_at": 1738387382.466982}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_7", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_7\".\"app_session_detailed_daily\"", "created_at": 1738387382.4671721}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905671, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905844, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905922, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.905993, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.906065, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907074, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907295, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.907742, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9078279, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.913685, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.913978, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914164, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914346, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914619, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91487, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.914975, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.915172, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9153962, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9159648, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9161, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916279, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916437, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916681, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.916812, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917155, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9172769, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917346, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917464, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.917547, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91778, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.91821, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918303, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918473, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.918554, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9186509, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9191759, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919453, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919622, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919853, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.919946, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9203908, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9204962, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.920575, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.920896, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.921001, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.921126, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9216352, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9235132, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.923605, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.923889, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.92413, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.924767, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.924885, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9249668, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925048, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.92513, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925353, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925526, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9257028, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.925962, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.926126, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928315, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928413, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928548, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.928951, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.929047, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.929152, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.930002, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.930799, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933268, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933433, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9335308, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933583, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933665, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9337301, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.933843, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9343622, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934471, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934613, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.934846, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9383612, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9399402, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940207, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940382, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.940602, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9408152, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.943873, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.944098, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9442549, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.945059, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.945193, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9455569, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.947542, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.949226, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9502022, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.950525, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.950909, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9510589, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.951482, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9554482, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.956417, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.956576, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9572291, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.957385, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.957769, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.958174, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.95874, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.958886, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959008, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959191, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9593081, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959489, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959605, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.959767, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9598799, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9599779, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.960254, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.963302, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.966933, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.967674, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9683928, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.968889, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969037, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969106, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969289, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.969383, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.971741, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.973712, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.977035, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.977599, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9777448, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9780512, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978174, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9782531, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978337, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978403, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978494, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978563, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9788349, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.978941, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.979787, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9800892, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98033, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9806578, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9808269, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.981031, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.981288, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98145, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98192, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.982147, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9822621, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.982385, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9825091, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9830568, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.983755, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.983985, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984134, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984339, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9844742, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.984947, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9852228, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.985355, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9855418, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.985792, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9859898, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.986295, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9866529, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9868648, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9870012, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9871721, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987235, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987402, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987489, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.987676, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9877691, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9879591, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9880562, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9884531, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.988606, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.98878, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.988877, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.989068, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.989179, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9898722, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9899478, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9903228, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.990423, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.990504, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.991331, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9916658, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.991891, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992068, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992138, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9923131, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9924102, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9925919, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.992687, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.993263, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99338, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99366, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.994103, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.994405, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99453, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9946449, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9948192, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9948878, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9954822, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9955788, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.996289, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.997223, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.997417, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9976351, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9977531, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9980428, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.9981499, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.998265, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99866, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99891, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.99911, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.999274, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385857.999657, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0006359, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.001017, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.001205, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.002497, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0032551, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0037389, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.003894, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.004046, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.004098, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.006256, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0068748, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007057, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007328, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007589, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007721, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.007905, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.008, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.008673, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0089998, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009135, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009513, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009664, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009728, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.009922, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010014, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010144, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010188, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0103402, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010418, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.010585, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0106618, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0111291, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011442, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011693, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.011829, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0120409, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012127, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0122728, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012363, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012504, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012596, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012749, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.012811, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0129988, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.013097, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.013262, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01333, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0141828, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0142772, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014373, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014462, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014555, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0146408, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0147321, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014831, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.014921, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015007, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0150971, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01518, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015269, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015351, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0155132, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015591, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0157351, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015796, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.015996, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0161521, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016238, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016555, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016652, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016779, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.016939, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017014, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.01723, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0174332, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017597, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.017677, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0179, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018005, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0180962, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018205, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018519, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018612, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018699, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018763, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0188642, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.018911, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019009, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0191119, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019655, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.019744, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0198379, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0200808, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.020192, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0202749, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0203671, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.020447, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.021864, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.021974, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022104, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022353, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022495, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0226822, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02279, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.022887, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0230248, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02334, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023474, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023555, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.023808, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02404, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.024205, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.024333, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025408, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025475, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.025571, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0256371, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0258381, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0259461, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.026006, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0261319, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0262442, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02637, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0264802, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.026607, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.027195, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.027306, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.02745, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0275772, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028209, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028523, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028655, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.028757, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029182, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0292811, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029396, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029494, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.029668, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0299578, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0316951, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.031847, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.031958, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032107, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032215, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032305, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032404, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0325398, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.032656, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0328262, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0329332, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0330272, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.033121, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03321, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.033389, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03349, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0348349, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.034928, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.035103, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0352252, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.035341, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0354402, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0360808, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036281, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036386, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036596, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.036726, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037054, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037202, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.037656, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0387158, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.038806, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.039266, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.039503, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.03983, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0401049, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.04015, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0404658, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.040606, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.040767, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0409238, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.041134, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0414872, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.041769, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.042131, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.042314, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0425012, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0431669, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.043756, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.044278, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0448909, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.045289, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0454888, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0459142, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.046457, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0467389, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.04704, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.047413, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.047709, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.048037, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.048264, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0486789, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.049203, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0496058, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050028, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050401, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050627, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.050891, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.051209, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0516312, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.052122, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.052667, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0531762, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0543659, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.056631, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0569441, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.057122, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0593228, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060184, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06034, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060437, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.060695, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0608552, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0609658, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06111, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0612102, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.061619, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0621219, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.062541, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.062878, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063046, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063257, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0634859, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063793, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.063977, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.064233, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0646348, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065113, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065664, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.065902, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.066011, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.066313, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0667121, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.067181, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.067415, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0675788, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.06831, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.069098, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0700212, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.071053, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07125, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0713532, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.073299, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0753121, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.075486, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.075628, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076184, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0763159, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076415, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076523, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076617, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07671, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.076809, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077039, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077179, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077404, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.077711, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.07791, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0780978, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080052, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080265, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.080651, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0810602, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0813491, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0820322, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.082939, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.083552, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.084022, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.084298, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0847082, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085172, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085433, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.08554, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.085788, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086127, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086404, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.086761, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.087073, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0871592, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.087241, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.08732, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0876212, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.088074, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0887449, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0888991, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.089244, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.089699, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.093215, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.093636, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0941372, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0945559, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0949812, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0954938, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.0955992, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.095662, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.097472, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1020072, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.102092, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10214, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.102495, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103467, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10366, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103816, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.103969, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1041548, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1042671, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.104386, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.104631, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1052449, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105344, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10544, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105531, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105613, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.105706, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1061912, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.10656, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1073852, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.107614, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1077619, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.107905, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108076, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108242, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108416, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1085591, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108757, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1088169, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.108879, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1089358, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.109154, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.109617, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.110219, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.110587, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1110451, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111337, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111414, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.111488, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1115599, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1116421, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113557, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113653, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113745, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.113832, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.11483, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115407, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1154869, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115644, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115811, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115886, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.115956, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116025, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116095, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116391, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.116718, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117051, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117184, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.117325, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.11748, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.118125, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.120558, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.120843, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1210701, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1220858, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1224341, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.122804, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1228979, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.122991, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123092, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123179, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123273, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.123795, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1244931, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1249652, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125064, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125159, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.12525, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1253371, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1254342, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.125584, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1256452, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1257029, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1260731, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1268811, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.126984, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.127528, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.129788, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.132899, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1338408, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.13407, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1341681, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134295, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134521, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134594, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.134667, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1347342, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1347961, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1349518, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135021, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1350882, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135359, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.135613, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.136655, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1393511, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.141553, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.142626, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.143739, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1449332, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.145243, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.14547, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.1455412, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.14561, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.145674, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738385858.146345, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.367614, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.374221, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.3763032, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.378548, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.380809, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.411741, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "41c6b86cd534ba6e3dc43dcc43d9f34471c2712a8b7c8a8aaf41c41dc2efa44e"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.414102, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.416548, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.418787, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.420796, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.423147, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.4260108, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.42881, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.4312582, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.integrity_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_7_dbt_test__audit", "name": "integrity_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "integrity/integrity_territory_report.sql", "original_file_path": "tests/integrity/integrity_territory_report.sql", "unique_id": "test.apple_store_integration_tests.integrity_territory_report", "fqn": ["apple_store_integration_tests", "integrity", "integrity_territory_report"], "alias": "integrity_territory_report", "checksum": {"name": "sha256", "checksum": "8c18220a8f8d53796be8accf3c1641189507cec6b551bf7c2196aaeb8663c016"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738385858.434675, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n/* this test is to make sure there is no fanout from unioning\nthis is meant as a pulse check since the other models do not\nhave as predictable of a row count. */\n{% if var('apple_store_union_schemas', none) is not none %}\n with source_counts as (\n {% for schema in var('apple_store_union_schemas') %}\n (\n select count(*) as schema_source_count\n from {{ schema }}.app_store_territory_source_type_report\n )\n {% if not loop.last %}\n union all\n {% endif %}\n {% endfor %}\n ),\n\n source_count as (\n select sum(schema_source_count) as row_count\n from source_counts\n ),\n\n{% else %}\n with source_count as (\n select count(*) as row_count\n from {{ source('apple_store', 'app_store_territory_source_type_report') }}\n ),\n{% endif %}\n\nfinal_count as (\n select count(*) as row_count\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom source_count\njoin final_count\n on source_count.row_count != final_count.row_count", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_territory_source_type_report"]], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__territory_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store.apple_store__subscription_report": ["model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": ["model.apple_store_source.stg_apple_store__app_store_app"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": ["model.apple_store.apple_store__overview_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": ["model.apple_store.apple_store__app_version_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": ["model.apple_store.apple_store__platform_version_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": ["model.apple_store.apple_store__source_type_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": ["model.apple_store.apple_store__territory_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": ["model.apple_store.apple_store__subscription_report"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": 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"apple_store_integration_tests", "path": "app_session_detailed_daily.csv", "original_file_path": "seeds/app_session_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_session_detailed_daily", "fqn": ["apple_store_integration_tests", "app_session_detailed_daily"], "alias": "app_session_detailed_daily", "checksum": {"name": "sha256", "checksum": "0a6f6572efe3dc8d2ca0383b8678b0ab96896b07f4b7255b9a400a7caccad0d1"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.287711, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "sales_subscription_event_summary.csv", "original_file_path": "seeds/sales_subscription_event_summary.csv", "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary", "fqn": ["apple_store_integration_tests", "sales_subscription_event_summary"], "alias": "sales_subscription_event_summary", "checksum": {"name": "sha256", "checksum": "5a9bcba25679e8bc8bdf353674a57a01ef4170dd6ec57d0f74744147ae2ac3e5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.288579, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_crash_daily.csv", "original_file_path": "seeds/app_crash_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_crash_daily", "fqn": ["apple_store_integration_tests", "app_crash_daily"], "alias": "app_crash_daily", "checksum": {"name": "sha256", "checksum": "f2f946a54ac0166cbb2fb36d072ce6d24c75c7c242ea9db8b5e379f720140e2d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.2893991, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.571058, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "5db76055ea01f5bdc2bfbf011a690cee3c03df8d6e026ecbd6f7d80b83d38393"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.569128, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570376, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.568407, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.594411, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "a8ecae02cb5699591faec87d869b11e162c1af05fa218891277213d22d7b414c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570094, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5939682, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570724, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.4216099, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.433455, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.435599, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.437811, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.43989, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.442672, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.4450612, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.447629, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738698233.637888, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "eabba40cd5d4e1e9b2a288a06534505e7e7fe443e324b89b45d5b92b879581d5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644581, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "8d10624342941a946bdbb59f6a262187856915a514fa27809788a5bad0959c54"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.642296, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "ffc4fbb85e0ce6d418a2915ab0c9ee8cde3d72a0c133c5c2202d2e79cf19cdb5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.64537, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "d9b0459cd92af312cb1533f84b28a1a1a9f495fd777e1700633bfcef69625548"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.643776, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "5179024970111cfb31fb0f66562454d22487a42a6a3406965208e152d2331bcf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644255, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "47c3fd93316aa781941c6eb53308105cf2de9741dabd8654b110dc02c9ad8afb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.645668, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "70af33cdd82d154b5be093e9048ae4a1687c264ab6062c38f18f7bd41fb917a4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644952, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858dcf683682ae7f4a9ea12e816f66e8899a84a61691e267232244f27c165d80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5043368, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5078368, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5100422, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5125, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738698233.6148329, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738698233.6199849, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738698233.621593, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738698233.6232362, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738698233.624768, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738698233.6263611, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738698233.627968, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738698233.629441, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738698233.6460218, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738698233.647774, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738698233.649291, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738698233.651239, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738698233.652768, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738698233.654336, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738698233.6559, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "created_at": 1738698233.658366}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "created_at": 1738698233.658481}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "created_at": 1738698233.658566}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738698233.658627}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738698233.658682}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "created_at": 1738698233.658737}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "created_at": 1738698233.658786}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "created_at": 1738698233.6589692}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7893062, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789492, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789579, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789655, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.78974, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.790735, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.790946, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.79139, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7914722, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797269, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7975621, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797769, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797974, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798254, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798524, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798638, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798857, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799114, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799724, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799846, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8000379, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.800205, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8004649, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.800599, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8009548, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8010938, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8011699, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8012931, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8013802, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8016121, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802058, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8021472, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80233, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802422, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802529, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803067, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803349, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803523, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8037481, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8038342, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804258, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8043652, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8044531, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804787, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804894, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.805023, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8054972, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80751, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8076081, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80791, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.808151, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8087978, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8089159, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8089988, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809082, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8091662, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809403, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809576, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809752, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.810016, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.810195, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.812418, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.812531, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8126771, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.813109, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.813212, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8133178, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.814152, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.81498, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8176231, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8177888, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.817888, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.81794, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818031, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8181021, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818223, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818762, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8188832, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8190532, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8193269, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.823047, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.824672, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.824973, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8251772, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.825433, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.825676, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.828809, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.829041, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.829189, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.830005, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.83015, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.830525, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.832343, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.834071, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835156, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835506, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835894, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.836034, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.836449, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.840269, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.841202, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.841378, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8419971, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.842151, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.842528, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8429031, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.843487, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.84363, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.843752, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8439329, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844046, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844212, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8443232, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844471, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844577, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844664, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844887, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.847873, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.85135, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8520598, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.852787, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8533309, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853475, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853545, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853716, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853798, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8559449, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8578901, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861045, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861567, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861703, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8619862, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862101, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86218, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862263, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862335, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862439, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862514, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862803, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8629172, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.863698, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.863945, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86417, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.864487, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.864639, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8648121, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8650491, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865201, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865632, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865848, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865953, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.866067, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.866187, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8667111, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.867436, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8676732, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.867821, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86801, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868132, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868583, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8688278, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868949, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8691142, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.869322, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86949, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.869798, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870142, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870353, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870474, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8706298, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870692, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870857, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870948, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871132, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871213, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8713741, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871459, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871823, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8719401, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872112, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872201, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872378, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872469, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8731148, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873184, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873499, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873601, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873682, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874403, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874707, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874916, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875072, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875134, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875298, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875382, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.87554, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875624, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.876139, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.876242, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8765, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8769212, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877207, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877324, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877426, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8775811, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877642, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.878164, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.878252, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8789198, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8790421, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879178, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879353, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879437, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8796968, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879798, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879904, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8802052, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8804212, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8806021, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8807528, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.881093, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.881985, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8823402, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.882507, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.883631, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.884355, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8847911, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.884934, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885068, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885113, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8855538, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885897, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8860312, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886246, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886438, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886537, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8866858, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886762, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.887274, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.887539, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8876579, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888063, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888223, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888294, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888491, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.88859, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888721, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8887649, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888921, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.889, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8891678, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8892522, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.889623, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8898659, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890066, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890168, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890344, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890424, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8905752, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890671, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890819, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890917, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891061, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891121, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891296, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891378, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891534, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891598, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8924181, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892509, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8926039, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892693, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892786, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.89287, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.89296, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8930602, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8931499, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893235, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893328, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8934138, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893506, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893589, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8937569, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893836, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893984, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894049, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894254, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894411, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894499, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894815, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8949142, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8950431, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.895207, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.895284, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8955011, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8957062, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8958762, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8959591, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896192, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896302, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896402, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896514, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896817, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8969111, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897002, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897075, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897179, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897227, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897331, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897428, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897961, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898051, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898156, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898408, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8985379, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898632, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898728, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8988218, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900054, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900151, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9002728, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9004989, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90064, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900825, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900936, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901033, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901175, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9015, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901639, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901721, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901994, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902255, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902443, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902591, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9036858, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.903754, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.903852, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9039202, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90412, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9042299, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90429, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9044218, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9045298, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.904671, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9047868, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.904917, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905492, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905608, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90576, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905893, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906543, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906869, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906985, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907084, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907559, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907667, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907802, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907905, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9080582, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9083421, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9102788, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9104362, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.91055, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910701, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910808, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910896, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9110029, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9111419, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911257, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911437, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911564, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.91166, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9117582, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9118981, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.912134, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.912256, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9137018, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9138, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9139972, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9141262, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.914263, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.914389, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915068, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915283, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9153962, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915618, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915753, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.916103, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9162571, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9167209, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.917763, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.917862, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9183528, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.918595, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9189398, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9192262, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919277, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9195929, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919728, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919897, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9200609, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.920278, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92065, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.920946, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.921323, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.921521, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9217112, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.922401, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.923011, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.923546, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.924196, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.924603, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92481, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9252522, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9257479, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9260201, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.926324, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9267101, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92699, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927315, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927548, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927967, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.928468, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.928861, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9292428, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.929591, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.929803, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.930038, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9303172, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.930732, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9312372, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.931791, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.93233, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9335291, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9357922, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.93613, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.936321, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.938462, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9393332, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9395041, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.939608, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.939879, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940042, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9401531, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9403079, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940408, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940825, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.941325, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9417448, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942087, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942219, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942425, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942654, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942969, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943157, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943418, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943821, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.944306, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9448562, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9451158, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945235, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945538, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945931, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946414, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946651, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946822, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.947554, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.948363, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.949345, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950397, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950567, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950646, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.95254, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954562, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954752, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954907, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9555001, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955637, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955737, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955849, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.95595, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956052, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956156, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956388, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956531, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956757, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9570692, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.957275, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.957473, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.959428, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.959659, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.960063, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9604852, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.960783, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.961448, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.962386, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.963016, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9635048, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.963788, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9642031, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9647171, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965007, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.96513, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965375, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965722, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9660008, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966369, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9666822, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966769, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966859, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9669409, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.967247, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.967666, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9683409, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9685109, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9688802, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9693499, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9726741, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9730759, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.973578, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.974011, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9744482, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.975008, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.975123, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.97519, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9768698, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9812841, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9813728, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9814248, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.98178, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.982754, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.982948, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9831061, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983258, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9834461, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983558, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983677, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983902, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9844742, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984572, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984668, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984761, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9848452, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984938, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9854012, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.985802, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.986644, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.986857, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9870028, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9871402, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987282, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987433, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987585, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987724, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987915, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987975, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988034, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988089, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988297, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988704, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.989279, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.98964, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990125, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990437, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990515, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990587, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990659, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990737, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992569, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992667, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992759, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992846, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.993857, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994464, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994554, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994726, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9949062, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994987, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9950662, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9951391, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9952111, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.995501, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.995831, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996137, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996257, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996383, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996533, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.997171, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.999527, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.999809, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0000288, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0009332, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001259, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001598, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001687, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001777, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0018802, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0019689, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.002058, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0025759, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003266, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003715, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003815, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003912, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004008, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004102, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004214, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0043688, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004432, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0044868, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0048552, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.005653, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.005754, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.006303, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.008529, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0112681, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012131, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0123441, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012428, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012544, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012744, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012809, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012874, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012929, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012987, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013139, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0131981, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013257, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0134962, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013723, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.014684, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0172439, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.019565, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0205781, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.021604, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.022697, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.022992, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023205, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0232708, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023337, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023393, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023988, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2042859, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2096052, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.211346, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2129679, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.214586, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.237173, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.238996, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.240829, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.242445, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.244073, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.245704, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.24723, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.248826, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2503119, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__territory_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": ["model.apple_store_source.stg_apple_store__app_store_app"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": ["model.apple_store_source.stg_apple_store__app_session_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], 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"test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": ["model.apple_store.apple_store__source_type_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": ["model.apple_store.apple_store__overview_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": ["model.apple_store.apple_store__platform_version_report"], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": ["model.apple_store.apple_store__app_version_report"], "source.apple_store_source.apple_store.app_store_app": [], "source.apple_store_source.apple_store.sales_subscription_event_summary": [], "source.apple_store_source.apple_store.sales_subscription_summary": [], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": [], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": [], "source.apple_store_source.apple_store.app_store_download_detailed_daily": [], "source.apple_store_source.apple_store.app_crash_daily": [], "source.apple_store_source.apple_store.app_session_detailed_daily": []}, "child_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store.int_apple_store__download_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__subscription_report", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__subscription_report", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store.int_apple_store__installation_and_deletion_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store.int_apple_store__session_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "seed.apple_store_source.apple_store_country_codes": ["model.apple_store.apple_store__subscription_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.apple_store__source_type_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648"], "model.apple_store.apple_store__subscription_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362"], "model.apple_store.apple_store__platform_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be"], "model.apple_store.apple_store__territory_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8"], "model.apple_store.apple_store__device_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f"], "model.apple_store.apple_store__app_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143"], "model.apple_store.apple_store__overview_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": [], "source.apple_store_source.apple_store.app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "source.apple_store_source.apple_store.sales_subscription_event_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "source.apple_store_source.apple_store.sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_detailed_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index 61193e8..c6a46ed 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -47,11 +47,33 @@ sessions_activity as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, app_version, source_type, source_relation from app_crashes + select + date_day, + app_id, + app_version, + source_type, + source_relation + from app_crashes + union all - select date_day, app_id, app_version, source_type, source_relation from install_deletions + + select + date_day, + app_id, + app_version, + source_type, + source_relation + from install_deletions + union all - select date_day, app_id, app_version, source_type, source_relation from sessions_activity + + select + date_day, + app_id, + app_version, + source_type, + source_relation + from sessions_activity ), -- Ensuring distinct combinations of all dimensions @@ -80,25 +102,25 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain rg - left join app_crashes ac + from reporting_grain as rg + left join app_crashes as ac on rg.date_day = ac.date_day and rg.app_id = ac.app_id and rg.app_version = ac.app_version and rg.source_relation = ac.source_relation - left join install_deletions id + left join install_deletions as id on rg.date_day = id.date_day and rg.app_id = id.app_id and rg.app_version = id.app_version and rg.source_type = id.source_type and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.date_day = sa.date_day and rg.app_id = sa.app_id and rg.app_version = sa.app_version and rg.source_type = sa.source_type and rg.source_relation = sa.source_relation - left join app a + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation ) diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 95daefb..4915f4a 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -126,15 +126,53 @@ subscription_events as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, source_type, device, source_relation from impressions_and_page_views + select + date_day, + app_id, + source_type, + device, + source_relation + from impressions_and_page_views + union all - select date_day, app_id, source_type, device, source_relation from downloads_daily + + select + date_day, + app_id, + source_type, + device, + source_relation + from downloads_daily + union all - select date_day, app_id, source_type, device, source_relation from install_deletions + + select + date_day, + app_id, + source_type, + device, + source_relation + from install_deletions + union all - select date_day, app_id, source_type, device, source_relation from sessions_activity + + select + date_day, + app_id, + source_type, + device, + source_relation + from sessions_activity + union all - select date_day, app_id, null as source_type, device, source_relation from app_crashes + + select + date_day, + app_id, + null as source_type, + device, + source_relation + from app_crashes ), -- Ensuring distinct combinations of all dimensions @@ -184,48 +222,48 @@ final as ( {% endfor %} {% endif %} - from reporting_grain rg - left join impressions_and_page_views ip + from reporting_grain as rg + left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day and rg.source_type = ip.source_type and rg.device = ip.device and rg.source_relation = ip.source_relation - left join app_crashes ac + left join app_crashes as ac on rg.app_id = ac.app_id and rg.date_day = ac.date_day and rg.device = ac.device and rg.source_relation = ac.source_relation - left join downloads_daily dd + left join downloads_daily as dd on rg.app_id = dd.app_id and rg.date_day = dd.date_day and rg.source_type = dd.source_type and rg.device = dd.device and rg.source_relation = dd.source_relation - left join install_deletions id + left join install_deletions as id on rg.app_id = id.app_id and rg.date_day = id.date_day and rg.source_type = id.source_type and rg.device = id.device and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.app_id = sa.app_id and rg.date_day = sa.date_day and rg.source_type = sa.source_type and rg.device = sa.device and rg.source_relation = sa.source_relation - left join app a + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation {% if var('apple_store__using_subscriptions', False) %} - left join subscription_summary ss + left join subscription_summary as ss on rg.date_day = ss.date_day and rg.source_relation = ss.source_relation and a.app_name = ss.app_name and rg.source_type = ss.source_type and rg.device = ss.device - left join subscription_events se + left join subscription_events as se on rg.date_day = se.date_day and rg.source_relation = se.source_relation and a.app_name = se.app_name diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index 1bec3c7..c207e83 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -108,15 +108,43 @@ subscription_events as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, source_relation from impressions_and_page_views + select + date_day, + app_id, + source_relation + from impressions_and_page_views + union all - select date_day, app_id, source_relation from app_crashes + + select + date_day, + app_id, + source_relation + from app_crashes + union all - select date_day, app_id, source_relation from downloads_daily + + select + date_day, + app_id, + source_relation + from downloads_daily + union all - select date_day, app_id, source_relation from install_deletions + + select + date_day, + app_id, + source_relation + from install_deletions + union all - select date_day, app_id, source_relation from sessions_activity + + select + date_day, + app_id, + source_relation + from sessions_activity ), -- Ensuring distinct combinations of all dimensions @@ -157,37 +185,37 @@ final as ( as {{ event_column }} {% endfor %} {% endif %} - from reporting_grain rg - left join impressions_and_page_views ip + from reporting_grain as rg + left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day and rg.source_relation = ip.source_relation - left join app_crashes ac + left join app_crashes as ac on rg.app_id = ac.app_id and rg.date_day = ac.date_day and rg.source_relation = ac.source_relation - left join downloads_daily dd + left join downloads_daily as dd on rg.app_id = dd.app_id and rg.date_day = dd.date_day and rg.source_relation = dd.source_relation - left join install_deletions id + left join install_deletions as id on rg.app_id = id.app_id and rg.date_day = id.date_day and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.app_id = sa.app_id and rg.date_day = sa.date_day and rg.source_relation = sa.source_relation - left join app a + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation {% if var('apple_store__using_subscriptions', False) %} - left join subscription_summary ss + left join subscription_summary as ss on rg.date_day = ss.date_day and rg.source_relation = ss.source_relation and a.app_name = ss.app_name - left join subscription_events se + left join subscription_events as se on rg.date_day = se.date_day and rg.source_relation = se.source_relation and a.app_name = se.app_name diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 294d83b..2eb763a 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -76,15 +76,53 @@ sessions_activity as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, platform_version, source_type, source_relation from app_crashes + select + date_day, + app_id, + platform_version, + source_type, + source_relation + from app_crashes + union all - select date_day, app_id, platform_version, source_type, source_relation from impressions_and_page_views + + select + date_day, + app_id, + platform_version, + source_type, + source_relation + from impressions_and_page_views + union all - select date_day, app_id, platform_version, source_type, source_relation from downloads_daily + + select + date_day, + app_id, + platform_version, + source_type, + source_relation + from downloads_daily + union all - select date_day, app_id, platform_version, source_type, source_relation from install_deletions + + select + date_day, + app_id, + platform_version, + source_type, + source_relation + from install_deletions + union all - select date_day, app_id, platform_version, source_type, source_relation from sessions_activity + + select + date_day, + app_id, + platform_version, + source_type, + source_relation + from sessions_activity ), -- Ensuring distinct combinations of all dimensions @@ -120,38 +158,38 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain rg - left join app_crashes ac + from reporting_grain as rg + left join app_crashes as ac on rg.app_id = ac.app_id and rg.platform_version = ac.platform_version and rg.date_day = ac.date_day and rg.source_type = ac.source_type and rg.source_relation = ac.source_relation - left join impressions_and_page_views ip + left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.platform_version = ip.platform_version and rg.date_day = ip.date_day and rg.source_type = ip.source_type and rg.source_relation = ip.source_relation - left join downloads_daily dd + left join downloads_daily as dd on rg.app_id = dd.app_id and rg.platform_version = dd.platform_version and rg.date_day = dd.date_day and rg.source_type = dd.source_type and rg.source_relation = dd.source_relation - left join install_deletions id + left join install_deletions as id on rg.app_id = id.app_id and rg.platform_version = id.platform_version and rg.date_day = id.date_day and rg.source_type = id.source_type and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.app_id = sa.app_id and rg.platform_version = sa.platform_version and rg.date_day = sa.date_day and rg.source_type = sa.source_type and rg.source_relation = sa.source_relation - left join app a + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation ) diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index f557ce7..c31d072 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -47,11 +47,30 @@ sessions_activity as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, source_type, source_relation from impressions_and_page_views + select + date_day, + app_id, + source_type, + source_relation + from impressions_and_page_views + union all - select date_day, app_id, source_type, source_relation from install_deletions + + select + date_day, + app_id, + source_type, + source_relation + from install_deletions + union all - select date_day, app_id, source_type, source_relation from sessions_activity + + select + date_day, + app_id, + source_type, + source_relation + from sessions_activity ), -- Ensuring distinct combinations of all dimensions @@ -81,23 +100,23 @@ final as ( coalesce(id.installations, 0) as installations, coalesce(sa.active_devices, 0) as active_devices, coalesce(sa.sessions, 0) as sessions - from reporting_grain rg - left join impressions_and_page_views ip - on rg.date_day = ip.date_day + from reporting_grain as rg + left join impressions_and_page_views as ip + on rg.date_day = ip.date_day and rg.app_id = ip.app_id and rg.source_type = ip.source_type and rg.source_relation = ip.source_relation - left join install_deletions id + left join install_deletions as id on rg.date_day = id.date_day and rg.app_id = id.app_id and rg.source_type = id.source_type and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.date_day = sa.date_day and rg.app_id = sa.app_id and rg.source_type = sa.source_type and rg.source_relation = sa.source_relation - left join app a + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation ) diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 6e03a01..78b563d 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -61,9 +61,29 @@ country_codes as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_summary + select + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation + from subscription_summary + union all - select date_day, vendor_number, app_apple_id, app_name, subscription_name, country, state, source_relation from subscription_events + + select + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation + from subscription_events ), -- Ensuring distinct combinations of all dimensions @@ -106,8 +126,8 @@ final as ( , coalesce({{ 'se.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} - from reporting_grain rg - left join subscription_summary ss + from reporting_grain as rg + left join subscription_summary as ss on rg.vendor_number = ss.vendor_number and rg.app_apple_id = ss.app_apple_id and rg.date_day = ss.date_day @@ -115,7 +135,7 @@ final as ( and rg.country = ss.country and rg.state = ss.state and rg.source_relation = ss.source_relation - left join subscription_events se + left join subscription_events as se on rg.vendor_number = ss.vendor_number and rg.app_apple_id = se.app_apple_id and rg.date_day = se.date_day diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 6356dc3..65ad456 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -70,13 +70,43 @@ country_codes as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( - select date_day, app_id, source_type, territory, source_relation from impressions_and_page_views + select + date_day, + app_id, + source_type, + territory, + source_relation + from impressions_and_page_views + union all - select date_day, app_id, source_type, territory, source_relation from downloads_daily + + select + date_day, + app_id, + source_type, + territory, + source_relation + from downloads_daily + union all - select date_day, app_id, source_type, territory, source_relation from install_deletions + + select + date_day, + app_id, + source_type, + territory, + source_relation + from install_deletions + union all - select date_day, app_id, source_type, territory, source_relation from sessions_activity + + select + date_day, + app_id, + source_type, + territory, + source_relation + from sessions_activity ), -- Ensuring distinct combinations of all dimensions @@ -114,29 +144,29 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain rg - left join app a + from reporting_grain as rg + left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation - left join impressions_and_page_views ip + left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day and rg.source_type = ip.source_type and rg.territory = ip.territory and rg.source_relation = ip.source_relation - left join downloads_daily dd + left join downloads_daily as dd on rg.app_id = dd.app_id and rg.date_day = dd.date_day and rg.source_type = dd.source_type and rg.territory = dd.territory and rg.source_relation = dd.source_relation - left join install_deletions id + left join install_deletions as id on rg.app_id = id.app_id and rg.date_day = id.date_day and rg.source_type = id.source_type and rg.territory = id.territory and rg.source_relation = id.source_relation - left join sessions_activity sa + left join sessions_activity as sa on rg.app_id = sa.app_id and rg.date_day = sa.date_day and rg.source_type = sa.source_type From 43d4f81d4a436a8383fcd90d8792d2bcc12716c6 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 4 Feb 2025 16:22:04 -0600 Subject: [PATCH 23/57] rm active devices l30 days and update decision log. add date spine and update models --- DECISIONLOG.md | 7 +--- models/apple_store__app_version_report.sql | 25 ++++++++++--- models/apple_store__device_report.sql | 25 ++++++++++--- models/apple_store__overview_report.sql | 19 +++++++++- .../apple_store__platform_version_report.sql | 25 ++++++++++--- models/apple_store__source_type_report.sql | 20 +++++++++- models/apple_store__subscription_report.sql | 25 +++++++++++-- models/apple_store__territory_report.sql | 25 ++++++++++--- .../int_apple_store__date_spine.sql | 37 +++++++++++++++++++ .../int_apple_store__session_daily.sql | 7 +--- 10 files changed, 178 insertions(+), 37 deletions(-) create mode 100644 models/intermediate/int_apple_store__date_spine.sql diff --git a/DECISIONLOG.md b/DECISIONLOG.md index 8d04b18..7895545 100644 --- a/DECISIONLOG.md +++ b/DECISIONLOG.md @@ -2,11 +2,8 @@ In creating this package, which is meant for a wide range of use cases, we had to take opinionated stances on a few different questions we came across during development. We've consolidated significant choices we made here, and will continue to update as the package evolves. -## Not including `impressions_unique_device`, `page_views_unique_device`, `active_devices_last_30_days` in `apple_store__overview_report` -We chose to not include these metrics in the `apple_store__overview_report` since we are taking these report metrics directly from the Apple App Store and we do not have insight into how to account for duplication across source types. - -## Not including `impressions_unique_device`, `page_views_unique_device`, `active_devices_last_30_days` in `apple_store__source_type_report` -We chose to not include these metrics in the `apple_store__overview_report` since we are taking these report metrics directly from the Apple App Store and we do not have insight into how to account for duplication across device types. +## Not including `active_devices_last_30_days` as a field +We chose not to include this metric in the end reporting models because we create the reports off of daily tables. Since we are taking the tables directly from the Apple App Store, we do not have insight into how to de-duplicate counts that would ensure devices don't get accounted for more than once over 30 days. ## Subscriptions Report This model will **not** tie out to the Apple UI's Subscriptions as there currently isn't a clear way to map the current subscription events to how Apple calculates and group their events together. [(source)](https://help.apple.com/app-store-connect/#/itc484ef82a0) \ No newline at end of file diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index c6a46ed..fb25b22 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -39,8 +45,7 @@ sessions_activity as ( source_type, source_relation, sum(sessions) as sessions, - sum(active_devices) as active_devices, - sum(active_devices_last_30_days) as active_devices_last_30_days + sum(active_devices) as active_devices from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), @@ -87,6 +92,17 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.app_version, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -98,11 +114,10 @@ final as ( rg.app_version, coalesce(ac.crashes, 0) as crashes, coalesce(sa.active_devices, 0) as active_devices, - coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain as rg + from reporting_grain_date_join as rg left join app_crashes as ac on rg.date_day = ac.date_day and rg.app_id = ac.app_id diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 4915f4a..dd4c365 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -56,8 +62,7 @@ sessions_activity as ( device, source_relation, sum(sessions) as sessions, - sum(active_devices) as active_devices, - sum(active_devices_last_30_days) as active_devices_last_30_days + sum(active_devices) as active_devices from {{ ref('int_apple_store__session_daily') }} {{ dbt_utils.group_by(5) }} ), @@ -186,6 +191,17 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.device, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -204,7 +220,6 @@ final as ( coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, coalesce(sa.active_devices, 0) as active_devices, - coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions @@ -222,7 +237,7 @@ final as ( {% endfor %} {% endif %} - from reporting_grain as rg + from reporting_grain_date_join as rg left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index c207e83..2fb85f1 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -156,6 +162,15 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -185,7 +200,7 @@ final as ( as {{ event_column }} {% endfor %} {% endif %} - from reporting_grain as rg + from reporting_grain_date_join as rg left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 2eb763a..e96a480 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -68,8 +74,7 @@ sessions_activity as ( source_type, source_relation, sum(sessions) as sessions, - sum(active_devices) as active_devices, - sum(active_devices_last_30_days) as active_devices_last_30_days + sum(active_devices) as active_devices from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), @@ -136,6 +141,17 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.platform_version, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -154,11 +170,10 @@ final as ( coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, coalesce(sa.active_devices, 0) as active_devices, - coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain as rg + from reporting_grain_date_join as rg left join app_crashes as ac on rg.app_id = ac.app_id and rg.platform_version = ac.platform_version diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index c31d072..62cc0dc 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -83,6 +89,16 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -100,7 +116,7 @@ final as ( coalesce(id.installations, 0) as installations, coalesce(sa.active_devices, 0) as active_devices, coalesce(sa.sessions, 0) as sessions - from reporting_grain as rg + from reporting_grain_date_join as rg left join impressions_and_page_views as ip on rg.date_day = ip.date_day and rg.app_id = ip.app_id diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 78b563d..f5e6146 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -1,6 +1,12 @@ {{ config(enabled=var('apple_store__using_subscriptions', False)) }} -with subscription_summary as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +subscription_summary as ( select vendor_number, @@ -19,7 +25,6 @@ with subscription_summary as ( {{ dbt_utils.group_by(8) }} ), - subscription_events_filtered as ( select * @@ -100,6 +105,20 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.vendor_number, + ug.app_apple_id, + ug.app_name, + ug.subscription_name, + ug.country, + ug.state, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -126,7 +145,7 @@ final as ( , coalesce({{ 'se.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} - from reporting_grain as rg + from reporting_grain_date_join as rg left join subscription_summary as ss on rg.vendor_number = ss.vendor_number and rg.app_apple_id = ss.app_apple_id diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 65ad456..4549ed8 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -1,4 +1,10 @@ -with app as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( select app_id, app_name, @@ -56,8 +62,7 @@ sessions_activity as ( territory, source_relation, sum(sessions) as sessions, - sum(active_devices) as active_devices, - sum(active_devices_last_30_days) as active_devices_last_30_days + sum(active_devices) as active_devices from {{ ref('int_apple_store__session_daily') }} group by 1,2,3,4,5 ), @@ -120,6 +125,17 @@ reporting_grain as ( from pre_reporting_grain ), +reporting_grain_date_join as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.territory, + ug.source_relation + from date_spine as ds + cross join reporting_grain as ug +), + -- Final aggregation using reporting grain final as ( select @@ -140,11 +156,10 @@ final as ( coalesce(dd.redownloads, 0) as redownloads, coalesce(dd.total_downloads, 0) as total_downloads, coalesce(sa.active_devices, 0) as active_devices, - coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days, coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain as rg + from reporting_grain_date_join as rg left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql new file mode 100644 index 0000000..95551d1 --- /dev/null +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -0,0 +1,37 @@ +-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} +-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }} +-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }} +-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} +-- depends_on: {{ ref('stg_apple_store__app_session_daily') }} + +{% set first_date_query %} + + select min(date_day) as min_date_day + from ( + select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} + union all + select date_day from {{ ref('stg_apple_store__app_crash_daily') }} + union all + select date_day from {{ ref('stg_apple_store__app_store_download_daily') }} + union all + select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} + union all + select date_day from {{ ref('stg_apple_store__app_session_daily') }} + ) as all_dates + +{% endset %} + +{%- set first_date = dbt_utils.get_single_value(first_date_query) %} + + +select + cast(date_day as date) as date_day +from ( + {{ + dbt_utils.date_spine( + datepart="day", + start_date = "cast('" ~ first_date ~ "' as date)", + end_date=dbt.dateadd("day", 1, dbt.current_timestamp()) + ) + }} + ) as date_spine diff --git a/models/intermediate/int_apple_store__session_daily.sql b/models/intermediate/int_apple_store__session_daily.sql index d7cec76..80a1051 100644 --- a/models/intermediate/int_apple_store__session_daily.sql +++ b/models/intermediate/int_apple_store__session_daily.sql @@ -20,11 +20,8 @@ aggregated as ( source_info, page_title, source_relation, - sum(sessions) AS sessions, - sum(unique_devices) AS active_devices, - sum(distinct - case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end) - as active_devices_last_30_days + sum(sessions) as sessions, + sum(unique_devices) as active_devices from base {{ dbt_utils.group_by(13) }} From cfafe6922b9d9f137d660fa3f8ebc9b98fc10b13 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 4 Feb 2025 16:22:36 -0600 Subject: [PATCH 24/57] docs --- docs/catalog.json | 2 +- docs/manifest.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/catalog.json b/docs/catalog.json index e28a6b9..d81d748 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2025-02-04T19:44:47.571123Z", "invocation_id": "3e394a4d-7a4e-48b8-8655-7aa26af0b137", "env": {}}, "nodes": {"seed.apple_store_integration_tests.app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": 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"sales_subscription_summary", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 4, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 6, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 7, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": "double precision", "index": 9, "name": "customer_price", "comment": null}, "customer_currency": {"type": "text", "index": 10, "name": "customer_currency", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 11, "name": "developer_proceeds", "comment": null}, "proceeds_currency": {"type": "text", "index": 12, "name": "proceeds_currency", "comment": null}, "preserved_pricing": {"type": "text", "index": 13, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 14, "name": "proceeds_reason", "comment": null}, "subscription_offer_name": {"type": "text", "index": 15, "name": "subscription_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 16, "name": "promotional_offer_id", "comment": null}, "state": {"type": "text", "index": 17, "name": "state", "comment": null}, "country": {"type": "text", "index": 18, "name": "country", "comment": null}, "device": {"type": "text", "index": 19, "name": "device", "comment": null}, "client": {"type": "text", "index": 20, "name": "client", "comment": null}, "active_standard_price_subscriptions": {"type": "integer", "index": 21, "name": "active_standard_price_subscriptions", "comment": null}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 22, "name": "active_free_trial_introductory_offer_subscriptions", "comment": null}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 23, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": null}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 24, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": null}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 25, "name": "free_trial_promotional_offer_subscriptions", "comment": null}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 26, "name": "pay_up_front_promotional_offer_subscriptions", "comment": null}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 27, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": null}, "marketing_opt_ins": {"type": "integer", "index": 28, "name": "marketing_opt_ins", "comment": null}, "billing_retry": {"type": "integer", "index": 29, "name": "billing_retry", "comment": null}, "grace_period": {"type": "integer", "index": 30, "name": "grace_period", "comment": null}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 31, "name": "free_trial_offer_code_subscriptions", "comment": null}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 32, "name": "pay_up_front_offer_code_subscriptions", "comment": null}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 33, "name": "pay_as_you_go_offer_code_subscriptions", "comment": null}, "subscribers": {"type": "integer", "index": 34, "name": "subscribers", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 35, "name": "_fivetran_synced", "comment": null}, "date": {"type": "date", "index": 36, "name": "date", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_summary"}, "model.apple_store.apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and app version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 9, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 10, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 11, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 22, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 24, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 25, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 26, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 16, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 17, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 18, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 19, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "active_devices_last_30_days": {"type": "numeric", "index": 18, "name": "active_devices_last_30_days", "comment": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 19, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 20, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 21, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. 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This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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"free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 30, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 31, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 32, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 33, "name": "free_trial_offer_code_subscriptions", "comment": "The number of free trial offer code subscriptions."}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 34, "name": "pay_up_front_offer_code_subscriptions", "comment": "The number of pay-up-front offer code subscriptions."}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 35, "name": "pay_as_you_go_offer_code_subscriptions", "comment": "The number of pay-as-you-go offer code subscriptions."}, "subscribers": {"type": "integer", "index": 36, "name": "subscribers", "comment": "The number of subscribers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"metadata": {"type": "VIEW", "schema": 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"persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.286922, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_session_detailed_daily.csv", "original_file_path": "seeds/app_session_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_session_detailed_daily", "fqn": ["apple_store_integration_tests", "app_session_detailed_daily"], "alias": "app_session_detailed_daily", "checksum": {"name": "sha256", "checksum": "0a6f6572efe3dc8d2ca0383b8678b0ab96896b07f4b7255b9a400a7caccad0d1"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.287711, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "sales_subscription_event_summary.csv", "original_file_path": "seeds/sales_subscription_event_summary.csv", "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary", "fqn": ["apple_store_integration_tests", "sales_subscription_event_summary"], "alias": "sales_subscription_event_summary", "checksum": {"name": "sha256", "checksum": "5a9bcba25679e8bc8bdf353674a57a01ef4170dd6ec57d0f74744147ae2ac3e5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.288579, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_crash_daily.csv", "original_file_path": "seeds/app_crash_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_crash_daily", "fqn": ["apple_store_integration_tests", "app_crash_daily"], "alias": "app_crash_daily", "checksum": {"name": "sha256", "checksum": "f2f946a54ac0166cbb2fb36d072ce6d24c75c7c242ea9db8b5e379f720140e2d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738698233.2893991, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.571058, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "5db76055ea01f5bdc2bfbf011a690cee3c03df8d6e026ecbd6f7d80b83d38393"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.569128, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570376, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.568407, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.594411, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "a8ecae02cb5699591faec87d869b11e162c1af05fa218891277213d22d7b414c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570094, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5939682, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.570724, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.4216099, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.433455, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.435599, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.437811, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.43989, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.442672, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.4450612, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.447629, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738698233.637888, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "eabba40cd5d4e1e9b2a288a06534505e7e7fe443e324b89b45d5b92b879581d5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644581, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "8d10624342941a946bdbb59f6a262187856915a514fa27809788a5bad0959c54"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.642296, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith subscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "ffc4fbb85e0ce6d418a2915ab0c9ee8cde3d72a0c133c5c2202d2e79cf19cdb5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.64537, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "d9b0459cd92af312cb1533f84b28a1a1a9f495fd777e1700633bfcef69625548"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.643776, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "5179024970111cfb31fb0f66562454d22487a42a6a3406965208e152d2331bcf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644255, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "47c3fd93316aa781941c6eb53308105cf2de9741dabd8654b110dc02c9ad8afb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.645668, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices,\n sum(active_devices_last_30_days) as active_devices_last_30_days\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.active_devices_last_30_days, 0) as active_devices_last_30_days,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "70af33cdd82d154b5be093e9048ae4a1687c264ab6062c38f18f7bd41fb917a4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.644952, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858dcf683682ae7f4a9ea12e816f66e8899a84a61691e267232244f27c165d80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5043368, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between {{ dbt.dateadd('day', -30, 'date_day') }} and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) AS sessions,\n sum(unique_devices) AS active_devices,\n sum(distinct\n case when date_day between \n\n date_day + ((interval '1 day') * (-30))\n\n and date_day then unique_devices end)\n as active_devices_last_30_days\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5078368, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5100422, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738698233.5125, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738698233.6148329, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738698233.6199849, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738698233.621593, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738698233.6232362, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738698233.624768, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738698233.6263611, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738698233.627968, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738698233.629441, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738698233.6460218, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738698233.647774, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738698233.649291, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738698233.651239, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738698233.652768, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738698233.654336, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738698233.6559, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "created_at": 1738698233.658366}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "created_at": 1738698233.658481}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "created_at": 1738698233.658566}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738698233.658627}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738698233.658682}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "created_at": 1738698233.658737}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "created_at": 1738698233.658786}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "created_at": 1738698233.6589692}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7893062, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789492, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789579, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.789655, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.78974, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.790735, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.790946, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.79139, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7914722, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797269, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.7975621, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797769, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.797974, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798254, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798524, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798638, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.798857, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799114, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799724, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.799846, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8000379, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.800205, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8004649, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.800599, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8009548, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8010938, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8011699, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8012931, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8013802, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8016121, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802058, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8021472, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80233, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802422, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.802529, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803067, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803349, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.803523, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8037481, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8038342, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804258, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8043652, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8044531, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804787, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.804894, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.805023, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8054972, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80751, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8076081, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.80791, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.808151, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8087978, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8089159, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8089988, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809082, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8091662, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809403, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809576, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.809752, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.810016, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.810195, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.812418, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.812531, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8126771, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.813109, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.813212, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8133178, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.814152, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.81498, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8176231, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8177888, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.817888, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.81794, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818031, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8181021, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818223, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.818762, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8188832, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8190532, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8193269, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.823047, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.824672, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.824973, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8251772, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.825433, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.825676, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.828809, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.829041, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.829189, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.830005, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.83015, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.830525, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.832343, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.834071, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835156, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835506, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.835894, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.836034, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.836449, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.840269, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.841202, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.841378, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8419971, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.842151, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.842528, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8429031, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.843487, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.84363, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.843752, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8439329, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844046, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844212, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8443232, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844471, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844577, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844664, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.844887, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.847873, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.85135, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8520598, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.852787, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8533309, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853475, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853545, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853716, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.853798, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8559449, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8578901, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861045, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861567, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.861703, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8619862, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862101, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86218, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862263, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862335, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862439, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862514, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.862803, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8629172, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.863698, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.863945, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86417, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.864487, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.864639, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8648121, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8650491, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865201, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865632, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865848, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.865953, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.866067, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.866187, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8667111, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.867436, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8676732, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.867821, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86801, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868132, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868583, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8688278, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.868949, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8691142, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.869322, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.86949, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.869798, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870142, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870353, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870474, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8706298, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870692, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870857, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.870948, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871132, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871213, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8713741, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871459, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.871823, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8719401, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872112, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872201, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872378, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.872469, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8731148, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873184, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873499, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873601, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.873682, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874403, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874707, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.874916, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875072, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875134, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875298, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875382, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.87554, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.875624, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.876139, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.876242, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8765, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8769212, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877207, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877324, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877426, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8775811, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.877642, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.878164, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.878252, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8789198, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8790421, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879178, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879353, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879437, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8796968, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879798, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.879904, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8802052, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8804212, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8806021, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8807528, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.881093, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.881985, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8823402, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.882507, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.883631, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.884355, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8847911, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.884934, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885068, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885113, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8855538, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.885897, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8860312, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886246, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886438, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886537, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8866858, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.886762, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.887274, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.887539, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8876579, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888063, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888223, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888294, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888491, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.88859, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888721, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8887649, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.888921, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.889, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8891678, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8892522, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.889623, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8898659, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890066, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890168, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890344, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890424, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8905752, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890671, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890819, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.890917, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891061, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891121, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891296, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891378, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891534, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.891598, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8924181, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892509, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8926039, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892693, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.892786, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.89287, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.89296, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8930602, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8931499, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893235, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893328, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8934138, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893506, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893589, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8937569, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893836, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.893984, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894049, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894254, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894411, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894499, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.894815, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8949142, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8950431, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.895207, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.895284, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8955011, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8957062, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8958762, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8959591, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896192, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896302, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896402, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896514, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.896817, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8969111, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897002, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897075, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897179, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897227, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897331, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897428, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.897961, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898051, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898156, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898408, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8985379, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898632, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.898728, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.8988218, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900054, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900151, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9002728, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9004989, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90064, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900825, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.900936, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901033, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901175, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9015, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901639, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901721, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.901994, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902255, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902443, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.902591, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9036858, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.903754, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.903852, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9039202, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90412, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9042299, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90429, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9044218, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9045298, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.904671, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9047868, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.904917, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905492, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905608, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.90576, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.905893, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906543, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906869, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.906985, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907084, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907559, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907667, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907802, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.907905, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9080582, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9083421, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9102788, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9104362, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.91055, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910701, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910808, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.910896, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9110029, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9111419, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911257, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911437, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.911564, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.91166, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9117582, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9118981, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.912134, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.912256, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9137018, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9138, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9139972, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9141262, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.914263, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.914389, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915068, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915283, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9153962, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915618, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.915753, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.916103, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9162571, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9167209, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.917763, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.917862, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9183528, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.918595, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9189398, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9192262, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919277, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9195929, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919728, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.919897, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9200609, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.920278, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92065, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.920946, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.921323, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.921521, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9217112, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.922401, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.923011, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.923546, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.924196, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.924603, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92481, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9252522, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9257479, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9260201, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.926324, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9267101, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.92699, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927315, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927548, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.927967, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.928468, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.928861, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9292428, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.929591, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.929803, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.930038, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9303172, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.930732, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9312372, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.931791, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.93233, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9335291, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9357922, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.93613, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.936321, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.938462, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9393332, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9395041, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.939608, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.939879, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940042, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9401531, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9403079, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940408, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.940825, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.941325, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9417448, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942087, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942219, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942425, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942654, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.942969, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943157, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943418, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.943821, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.944306, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9448562, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9451158, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945235, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945538, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.945931, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946414, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946651, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.946822, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.947554, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.948363, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.949345, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950397, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950567, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.950646, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.95254, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954562, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954752, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.954907, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9555001, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955637, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955737, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.955849, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.95595, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956052, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956156, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956388, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956531, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.956757, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9570692, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.957275, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.957473, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.959428, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.959659, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.960063, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9604852, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.960783, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.961448, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.962386, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.963016, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9635048, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.963788, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9642031, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9647171, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965007, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.96513, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965375, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.965722, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9660008, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966369, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9666822, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966769, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.966859, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9669409, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.967247, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.967666, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9683409, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9685109, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9688802, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9693499, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9726741, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9730759, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.973578, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.974011, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9744482, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.975008, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.975123, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.97519, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9768698, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9812841, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9813728, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9814248, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.98178, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.982754, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.982948, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9831061, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983258, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9834461, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983558, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983677, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.983902, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9844742, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984572, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984668, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984761, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9848452, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.984938, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9854012, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.985802, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.986644, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.986857, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9870028, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9871402, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987282, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987433, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987585, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987724, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987915, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.987975, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988034, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988089, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988297, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.988704, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.989279, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.98964, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990125, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990437, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990515, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990587, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990659, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.990737, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992569, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992667, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992759, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.992846, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.993857, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994464, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994554, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994726, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9949062, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.994987, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9950662, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9951391, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.9952111, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.995501, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.995831, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996137, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996257, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996383, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.996533, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.997171, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.999527, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698232.999809, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0000288, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0009332, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001259, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001598, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001687, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.001777, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0018802, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0019689, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.002058, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0025759, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003266, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003715, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003815, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.003912, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004008, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004102, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004214, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0043688, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.004432, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0044868, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0048552, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.005653, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.005754, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.006303, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.008529, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0112681, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012131, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0123441, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012428, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012544, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012744, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012809, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012874, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012929, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.012987, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013139, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0131981, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013257, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0134962, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.013723, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.014684, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0172439, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.019565, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0205781, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.021604, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.022697, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.022992, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023205, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.0232708, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023337, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023393, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738698233.023988, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2042859, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2096052, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.211346, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2129679, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.214586, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.237173, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.238996, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.240829, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.242445, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.244073, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.245704, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.24723, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.248826, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738698233.2503119, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": 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If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the 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source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "5db76055ea01f5bdc2bfbf011a690cee3c03df8d6e026ecbd6f7d80b83d38393"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.92399, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.92483, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.923202, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.926144, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "a8ecae02cb5699591faec87d869b11e162c1af05fa218891277213d22d7b414c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9245498, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9258082, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.925159, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.7466931, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.758337, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.760534, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.762658, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.7647219, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.767495, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.76954, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.771637, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738707578.967326, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "302ad35e7dbed557fb4142febbdcf6c6daaaf7896b4a53e655c3c7e62d6e7272"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.973814, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "978149fec6951df9e24ca181f0df64079fd662b0e6b91e0da30e9ea164649b5e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.971691, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "cf01265608e33aebb531971cc510b94f276089c56c0ecda5e30e58659b8dbbee"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9749818, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "a3d41d58c8fe5507be53b661a943feee411686567b38961875b63f3164f5b502"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.973066, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "ecbc6bb5cba46dc88182385f1a6187f4622aee5f694b4953d969b33521b84692"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9735098, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "ddeaa88879d7f55874fbe609266fb969eeb5ac5cda7db882c4e7e591f5b770ec"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.975277, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "cd8d7c326e2f070ddbbb016e2ebc4a6c32dc71012da1b8d94710b096e9892ba0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.974165, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.827243, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "2a1eb0e7534be24d9986edbffebf56a8153e47d4f93a22b11bcba3e9fa633ce8"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.8293, "relation_name": null, "raw_code": "-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n {{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n }} \n ) as date_spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.get_single_value", "macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.843078, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.8452969, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.847431, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738707578.945494, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738707578.950342, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738707578.9518661, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738707578.953398, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738707578.954876, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738707578.956334, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738707578.958246, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738707578.959624, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738707578.975602, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738707578.977234, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738707578.9786549, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738707578.980167, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738707578.9815521, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738707578.983099, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738707578.98457, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "created_at": 1738707578.986939}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "created_at": 1738707578.987047}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "created_at": 1738707578.9871302}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738707578.98719}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738707578.987246}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "created_at": 1738707578.9873018}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "created_at": 1738707578.987351}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "created_at": 1738707578.987512}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1091971, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.109374, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1094568, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.109526, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1095948, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11061, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11083, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11126, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.111339, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.117335, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1176598, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11787, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118071, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118381, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118658, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11877, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118986, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1192288, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1198158, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.119943, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12014, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1203089, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.120573, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.120715, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121085, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121216, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1212878, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121412, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1215081, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1217449, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122259, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1223512, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122536, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122625, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122732, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1233, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.123596, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.123782, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.124012, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1241012, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.124535, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1246452, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12473, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.125097, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12521, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.125345, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1258419, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.127876, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1279738, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.128281, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.128534, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129228, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129354, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1294432, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1295302, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129632, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1298718, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1300669, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1302688, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.130559, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.13073, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133059, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133172, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133311, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133746, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1338508, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133963, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.134846, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.135707, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138355, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138533, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1386392, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138696, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138786, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138856, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138985, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1395578, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1396868, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.139859, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.14014, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.143917, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1456199, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.145928, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.146116, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.146351, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1465821, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1497998, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.150038, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.150193, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.151062, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.151207, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1516001, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.153428, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1552372, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.156325, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1566641, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1570718, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1572192, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.157665, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.161678, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1626492, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1628108, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1634188, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.163583, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.163979, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.164372, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.164979, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1651268, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165249, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165432, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1655512, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165731, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165849, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1660218, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166142, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166241, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166492, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1697972, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.17379, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.174573, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.175384, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.175976, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.176136, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1762161, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.176407, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1764941, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1789281, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.181194, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.184501, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185045, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185187, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185479, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1856, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185684, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1857731, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185843, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185941, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186016, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186301, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186411, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1872141, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.187485, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.187722, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188067, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188241, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188443, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1887, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188854, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189318, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189547, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1896598, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189782, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189906, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.190442, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191168, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1914089, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191565, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191766, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191891, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192344, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192624, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1927512, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192926, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.193158, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19332, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19362, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19396, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194177, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194308, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194479, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194546, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194724, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194825, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195022, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1951098, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1952882, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195381, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19578, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195903, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196078, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1961758, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196359, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196456, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197182, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197263, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197626, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197736, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19782, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.198616, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.198955, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199177, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1993558, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199423, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1995971, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1996899, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1998641, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199957, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.200524, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.200642, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2009149, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.201351, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.201638, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.20176, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2018712, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2020512, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2021189, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.202702, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.202795, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2034822, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.203605, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.203748, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2039301, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204021, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204288, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204393, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204509, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204864, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205098, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205289, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205446, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2058141, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2067342, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.207092, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.207275, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.208491, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209238, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209696, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.20984, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209981, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2100291, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.210499, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2108958, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21104, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211275, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2114801, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211585, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211735, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211822, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.212369, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.212639, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2127638, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2131891, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213351, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213418, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2136252, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213728, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213867, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2139142, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214077, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21416, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214337, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2144299, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214825, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2150779, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215286, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215389, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2155678, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215659, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2158191, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215918, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216079, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216178, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216331, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216404, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216585, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2166688, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216821, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216887, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.217938, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2180438, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21815, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2182431, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218338, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2184262, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218519, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218622, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218715, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218802, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218894, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218982, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219075, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2191648, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2193348, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219417, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219566, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219629, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2198348, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219986, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22007, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220382, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220482, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220608, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220769, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220845, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2210639, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.221277, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2214441, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2215219, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.221756, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2218728, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2219698, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222084, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222403, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222498, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2225852, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2226508, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22275, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222796, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2228968, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222997, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.223548, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.223634, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2237282, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2239769, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224092, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2241752, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224271, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224353, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.225673, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.225784, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22592, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2261708, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226331, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2265291, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226644, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2267451, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226899, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227241, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227384, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2274702, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227736, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227988, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.228163, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.228297, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229483, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229554, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2296588, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229727, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229934, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.230052, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2301152, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23025, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2303739, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2305112, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23063, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2307708, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.231387, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.231499, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2316449, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2317839, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2324789, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2328188, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.232936, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233023, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233464, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233571, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233695, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233799, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23397, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.234287, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236213, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236372, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236494, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236649, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2367628, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2368588, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236972, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237129, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237272, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237484, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2376032, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237704, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2378051, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2379, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.238092, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.238216, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2396789, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.239779, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2399712, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.240104, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.240232, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2403462, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241038, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2412539, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241368, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.24158, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241718, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.242073, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.242229, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2427142, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.243818, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.243913, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.244412, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.244666, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245024, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2453399, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245395, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245748, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245894, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2460642, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2462301, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.246454, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.246838, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247138, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247539, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247736, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247932, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2486541, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.24929, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.249852, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.250526, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.250968, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2511842, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2516448, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.252173, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.252456, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2527418, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2531369, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.25347, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.253819, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2540631, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.254503, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.255029, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.255432, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2558222, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256182, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256396, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2566452, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256931, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.257375, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.257895, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2584808, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2590358, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.26034, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.262789, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.263121, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2633119, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2656288, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266562, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266732, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266834, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267107, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267284, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267405, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2675798, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267683, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2681239, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.268647, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.269105, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2695029, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.269664, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2698848, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.270135, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2704709, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2706702, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.270947, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.271379, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.271895, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2724538, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2727082, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2728262, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2731462, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2735739, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.274082, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.274334, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2745118, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.275311, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.276215, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2772129, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.278603, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.278919, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2790241, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2810109, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283071, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283257, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283405, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283964, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284101, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284211, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284319, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284417, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284514, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284618, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284852, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284998, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285229, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285552, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285779, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.286004, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.287947, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288157, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288555, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288967, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.289257, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2899148, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2908502, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.291471, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.29195, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2922308, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.292667, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293133, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293403, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293519, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2937899, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2941508, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2944288, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.294785, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2950962, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.295181, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2952662, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.295347, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.29565, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2960708, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.296746, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.296902, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.297247, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2977111, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301014, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301419, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301984, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3024151, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.302834, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.303352, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.303457, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.30352, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.30516, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.309588, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.309679, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3097339, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.310106, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311041, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311237, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311407, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3115578, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311747, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.31186, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311976, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3122041, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3127859, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.312883, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.312976, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313068, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3131561, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313248, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313709, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.314081, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.314968, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3151958, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3153422, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3154812, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3156219, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.315774, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.315927, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316062, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316255, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316316, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316375, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316431, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316641, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3170612, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.317652, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3179898, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3185081, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3188019, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.31888, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.318953, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.319024, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3191009, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.320987, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.321093, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3211908, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3212779, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.322284, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32286, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3229399, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323096, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323272, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32335, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323423, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323493, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323562, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3238552, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324194, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324513, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32464, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324776, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3249369, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.325585, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3279638, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.328226, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.328438, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32941, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.329749, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3300931, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3301818, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330268, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330367, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330457, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330545, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.33105, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.331738, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332198, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3323, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332396, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332494, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332591, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332709, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3328588, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332918, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3329768, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.333347, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.334214, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3343282, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.334896, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.33719, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.339909, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.340759, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.340974, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341064, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341183, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341381, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3414452, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341512, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341569, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341629, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341799, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341866, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341933, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.342175, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.342401, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3434088, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.345994, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3482969, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3493068, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.350348, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.351546, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.351846, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352054, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352119, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352182, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352242, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352854, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.533731, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5389068, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.540629, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.542256, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.543883, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.565362, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.567184, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.568896, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5704901, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5721118, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.573736, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.575273, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.576958, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.578476, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], 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["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "source.apple_store_source.apple_store.sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_detailed_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file From 4dc189087976305c62180fa6df5d370bd38c0d52 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 5 Feb 2025 14:42:47 -0600 Subject: [PATCH 25/57] switch from cross join to left join --- models/apple_store__app_version_report.sql | 3 ++- models/apple_store__device_report.sql | 3 ++- models/apple_store__overview_report.sql | 3 ++- models/apple_store__platform_version_report.sql | 3 ++- models/apple_store__source_type_report.sql | 3 ++- models/apple_store__subscription_report.sql | 3 ++- models/apple_store__territory_report.sql | 3 ++- models/intermediate/int_apple_store__date_spine.sql | 1 - 8 files changed, 14 insertions(+), 8 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index fb25b22..c948039 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -100,7 +100,8 @@ reporting_grain_date_join as ( ug.source_type, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index dd4c365..d9a4f01 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -199,7 +199,8 @@ reporting_grain_date_join as ( ug.device, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index 2fb85f1..775da14 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -168,7 +168,8 @@ reporting_grain_date_join as ( ug.app_id, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index e96a480..cc54171 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -149,7 +149,8 @@ reporting_grain_date_join as ( ug.source_type, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 62cc0dc..6b88c65 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -96,7 +96,8 @@ reporting_grain_date_join as ( ug.source_type, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index f5e6146..13c1bd4 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -116,7 +116,8 @@ reporting_grain_date_join as ( ug.state, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 4549ed8..ef7f95e 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -133,7 +133,8 @@ reporting_grain_date_join as ( ug.territory, ug.source_relation from date_spine as ds - cross join reporting_grain as ug + left join reporting_grain as ug + on ds.date_day = ug.date_day ), -- Final aggregation using reporting grain diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index 95551d1..ed568fa 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -23,7 +23,6 @@ {%- set first_date = dbt_utils.get_single_value(first_date_query) %} - select cast(date_day as date) as date_day from ( From a2bbfeb1a1e860b96ad7bd14b8d5aadc4bd3d80c Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 5 Feb 2025 16:29:46 -0600 Subject: [PATCH 26/57] fix download def and switch null to empty to correctly join --- models/apple_store__app_version_report.sql | 5 ++- models/apple_store__device_report.sql | 39 +++++++++++++++---- .../apple_store__platform_version_report.sql | 6 +-- .../int_apple_store__download_daily.sql | 2 +- 4 files changed, 38 insertions(+), 14 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index c948039..c47aaec 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -17,7 +17,7 @@ app_crashes as ( app_id, app_version, date_day, - cast(null as {{ dbt.type_string() }}) as source_type, + '' as source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} @@ -97,7 +97,7 @@ reporting_grain_date_join as ( ds.date_day, ug.app_id, ug.app_version, - ug.source_type, + coalesce(ug.source_type, '') as source_type, ug.source_relation from date_spine as ds left join reporting_grain as ug @@ -123,6 +123,7 @@ final as ( on rg.date_day = ac.date_day and rg.app_id = ac.app_id and rg.app_version = ac.app_version + and coalesce(rg.source_type, '') = ac.source_type and rg.source_relation = ac.source_relation left join install_deletions as id on rg.date_day = id.date_day diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index d9a4f01..7a46f53 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -72,14 +72,13 @@ app_crashes as ( app_id, date_day, device, - cast(null as {{ dbt.type_string() }}) as source_type, + '' as source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} {{ dbt_utils.group_by(5) }} ), - {% if var('apple_store__using_subscriptions', False) %} subscription_summary as ( @@ -87,7 +86,7 @@ subscription_summary as ( app_name, date_day, device, - cast(null as {{ dbt.type_string() }}) as source_type, + '' as source_type, source_relation, sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, @@ -118,7 +117,7 @@ subscription_events as ( app_name, date_day, device, - cast(null as {{ dbt.type_string() }}) as source_type, + '' as source_type, source_relation {% for event_val in var('apple_store__subscription_events') %} , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} @@ -174,10 +173,33 @@ pre_reporting_grain as ( select date_day, app_id, - null as source_type, + source_type, device, source_relation from app_crashes + +{% if var('apple_store__using_subscriptions', False) %} + union all + + select + date_day, + app_id, + source_type, + device, + source_relation + from subscription_summary + + union all + + select + date_day, + app_id, + source_type, + device, + source_relation + from subscription_events +{% endif %} + ), -- Ensuring distinct combinations of all dimensions @@ -195,7 +217,7 @@ reporting_grain_date_join as ( select ds.date_day, ug.app_id, - ug.source_type, + coalesce(ug.source_type, '') as source_type, ug.device, ug.source_relation from date_spine as ds @@ -248,6 +270,7 @@ final as ( left join app_crashes as ac on rg.app_id = ac.app_id and rg.date_day = ac.date_day + and coalesce(rg.source_type, '') = ac.source_type and rg.device = ac.device and rg.source_relation = ac.source_relation left join downloads_daily as dd @@ -277,13 +300,13 @@ final as ( on rg.date_day = ss.date_day and rg.source_relation = ss.source_relation and a.app_name = ss.app_name - and rg.source_type = ss.source_type + and coalesce(rg.source_type, '') = ss.source_type and rg.device = ss.device left join subscription_events as se on rg.date_day = se.date_day and rg.source_relation = se.source_relation and a.app_name = se.app_name - and rg.source_type = se.source_type + and coalesce(rg.source_type, '') = se.source_type and rg.device = se.device {% endif %} ) diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index cc54171..31c80e3 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -17,7 +17,7 @@ app_crashes as ( app_id, platform_version, date_day, - cast(null as {{ dbt.type_string() }}) as source_type, + '' as source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} @@ -146,7 +146,7 @@ reporting_grain_date_join as ( ds.date_day, ug.app_id, ug.platform_version, - ug.source_type, + coalesce(ug.source_type, '') as source_type, ug.source_relation from date_spine as ds left join reporting_grain as ug @@ -179,7 +179,7 @@ final as ( on rg.app_id = ac.app_id and rg.platform_version = ac.platform_version and rg.date_day = ac.date_day - and rg.source_type = ac.source_type + and coalesce(rg.source_type, '') = ac.source_type and rg.source_relation = ac.source_relation left join impressions_and_page_views as ip on rg.app_id = ip.app_id diff --git a/models/intermediate/int_apple_store__download_daily.sql b/models/intermediate/int_apple_store__download_daily.sql index 26ed7b8..a3d2c13 100644 --- a/models/intermediate/int_apple_store__download_daily.sql +++ b/models/intermediate/int_apple_store__download_daily.sql @@ -23,7 +23,7 @@ aggregated as ( source_relation, sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, - sum(counts) AS total_downloads + sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads, from base {{ dbt_utils.group_by(14) }} From fd64d930badce1e304db5d8dfba077938f7cd0dd Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 5 Feb 2025 16:49:28 -0600 Subject: [PATCH 27/57] rm subcription from union all and fix comma --- models/apple_store__device_report.sql | 23 ------------------- .../int_apple_store__download_daily.sql | 2 +- 2 files changed, 1 insertion(+), 24 deletions(-) diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 7a46f53..6dcabbc 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -177,29 +177,6 @@ pre_reporting_grain as ( device, source_relation from app_crashes - -{% if var('apple_store__using_subscriptions', False) %} - union all - - select - date_day, - app_id, - source_type, - device, - source_relation - from subscription_summary - - union all - - select - date_day, - app_id, - source_type, - device, - source_relation - from subscription_events -{% endif %} - ), -- Ensuring distinct combinations of all dimensions diff --git a/models/intermediate/int_apple_store__download_daily.sql b/models/intermediate/int_apple_store__download_daily.sql index a3d2c13..87d2622 100644 --- a/models/intermediate/int_apple_store__download_daily.sql +++ b/models/intermediate/int_apple_store__download_daily.sql @@ -23,7 +23,7 @@ aggregated as ( source_relation, sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, - sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads, + sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads from base {{ dbt_utils.group_by(14) }} From 43fb57b244a0bcec5afae77cf9dfeee9fef22a54 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 5 Feb 2025 16:50:04 -0600 Subject: [PATCH 28/57] schema --- integration_tests/ci/sample.profiles.yml | 10 +++++----- integration_tests/dbt_project.yml | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 80961b9..89da852 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_8 + schema: apple_store_integration_tests_10 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_8 + schema: apple_store_integration_tests_10 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_8 + schema: apple_store_integration_tests_10 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_8 + schema: apple_store_integration_tests_10 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_8 + schema: apple_store_integration_tests_10 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 70e7d8e..b7ef47f 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_8 + apple_store_schema: apple_store_integration_tests_10 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" From 75bfc3de5c346b324ce2830c70476c58637848c9 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 5 Feb 2025 23:35:50 -0600 Subject: [PATCH 29/57] rm empty value for source_type --- models/apple_store__app_version_report.sql | 6 +++--- models/apple_store__device_report.sql | 14 +++++++------- models/apple_store__platform_version_report.sql | 6 +++--- 3 files changed, 13 insertions(+), 13 deletions(-) diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index c47aaec..cafc712 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -17,7 +17,7 @@ app_crashes as ( app_id, app_version, date_day, - '' as source_type, + source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} @@ -97,7 +97,7 @@ reporting_grain_date_join as ( ds.date_day, ug.app_id, ug.app_version, - coalesce(ug.source_type, '') as source_type, + ug.source_type, ug.source_relation from date_spine as ds left join reporting_grain as ug @@ -123,7 +123,7 @@ final as ( on rg.date_day = ac.date_day and rg.app_id = ac.app_id and rg.app_version = ac.app_version - and coalesce(rg.source_type, '') = ac.source_type + and rg.source_type = ac.source_type and rg.source_relation = ac.source_relation left join install_deletions as id on rg.date_day = id.date_day diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 6dcabbc..6e1d15c 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -72,7 +72,7 @@ app_crashes as ( app_id, date_day, device, - '' as source_type, + source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} @@ -86,7 +86,7 @@ subscription_summary as ( app_name, date_day, device, - '' as source_type, + source_type, source_relation, sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, @@ -117,7 +117,7 @@ subscription_events as ( app_name, date_day, device, - '' as source_type, + source_type, source_relation {% for event_val in var('apple_store__subscription_events') %} , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} @@ -194,7 +194,7 @@ reporting_grain_date_join as ( select ds.date_day, ug.app_id, - coalesce(ug.source_type, '') as source_type, + ug.source_type, ug.device, ug.source_relation from date_spine as ds @@ -247,7 +247,7 @@ final as ( left join app_crashes as ac on rg.app_id = ac.app_id and rg.date_day = ac.date_day - and coalesce(rg.source_type, '') = ac.source_type + and rg.source_type = ac.source_type and rg.device = ac.device and rg.source_relation = ac.source_relation left join downloads_daily as dd @@ -277,13 +277,13 @@ final as ( on rg.date_day = ss.date_day and rg.source_relation = ss.source_relation and a.app_name = ss.app_name - and coalesce(rg.source_type, '') = ss.source_type + and rg.source_type = ss.source_type and rg.device = ss.device left join subscription_events as se on rg.date_day = se.date_day and rg.source_relation = se.source_relation and a.app_name = se.app_name - and coalesce(rg.source_type, '') = se.source_type + and rg.source_type = se.source_type and rg.device = se.device {% endif %} ) diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 31c80e3..32af871 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -17,7 +17,7 @@ app_crashes as ( app_id, platform_version, date_day, - '' as source_type, + source_type, source_relation, sum(crashes) as crashes from {{ var('app_crash_daily') }} @@ -146,7 +146,7 @@ reporting_grain_date_join as ( ds.date_day, ug.app_id, ug.platform_version, - coalesce(ug.source_type, '') as source_type, + ug.source_type, ug.source_relation from date_spine as ds left join reporting_grain as ug @@ -179,7 +179,7 @@ final as ( on rg.app_id = ac.app_id and rg.platform_version = ac.platform_version and rg.date_day = ac.date_day - and coalesce(rg.source_type, '') = ac.source_type + and rg.source_type = ac.source_type and rg.source_relation = ac.source_relation left join impressions_and_page_views as ip on rg.app_id = ip.app_id From 661da32ac1132bd0dbdf3140ad335ad5fa939978 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 6 Feb 2025 00:17:33 -0600 Subject: [PATCH 30/57] schema --- integration_tests/ci/sample.profiles.yml | 10 +++++----- integration_tests/dbt_project.yml | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 89da852..b910aee 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_10 + schema: apple_store_integration_tests_11 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_10 + schema: apple_store_integration_tests_11 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_10 + schema: apple_store_integration_tests_11 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_10 + schema: apple_store_integration_tests_11 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_10 + schema: apple_store_integration_tests_11 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index b7ef47f..e89261d 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_10 + apple_store_schema: apple_store_integration_tests_11 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" From 729bef4785e62b4d60068052ccf44b24f8aaf364 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 6 Feb 2025 15:42:26 -0600 Subject: [PATCH 31/57] make date spine a table --- models/intermediate/int_apple_store__date_spine.sql | 2 ++ 1 file changed, 2 insertions(+) diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index ed568fa..3de6041 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -1,3 +1,5 @@ +{{ config(materialized='table') }} + -- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} -- depends_on: {{ ref('stg_apple_store__app_crash_daily') }} -- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }} From c3873582a140fbd5611679507db51e1759a2a309 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 6 Feb 2025 16:53:36 -0600 Subject: [PATCH 32/57] update date spine and docs --- docs/catalog.json | 2 +- docs/manifest.json | 2 +- .../int_apple_store__date_spine.sql | 29 +++++++++++++------ 3 files changed, 22 insertions(+), 11 deletions(-) diff --git a/docs/catalog.json b/docs/catalog.json index d81d748..c86c818 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2025-02-04T22:20:14.108488Z", "invocation_id": "55c09520-b869-4f30-a7fb-5f2a50b41ae3", "env": {}}, "nodes": {"seed.apple_store_integration_tests.app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", 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"comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 35, "name": "_fivetran_synced", "comment": null}, "date": {"type": "date", "index": 36, "name": "date", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.sales_subscription_summary"}, "model.apple_store.apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and app version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 9, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 10, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 11, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 8, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 9, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 24, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 25, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 26, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 27, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 28, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 29, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 30, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 31, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 32, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "client": {"type": "text", "index": 22, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 23, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 24, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 27, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 30, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 31, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 32, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 33, "name": 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Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 9, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 10, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 11, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple 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{"macros": []}}, "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_discovery_and_engagement_detailed_daily.csv", "original_file_path": "seeds/app_store_discovery_and_engagement_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_integration_tests", "app_store_discovery_and_engagement_detailed_daily"], "alias": "app_store_discovery_and_engagement_detailed_daily", "checksum": {"name": "sha256", "checksum": "fbd6751d661de1944453a08f0669429b8a295b5b2463261ccb8244068ba98389"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, 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"/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_session_detailed_daily.csv", "original_file_path": "seeds/app_session_detailed_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_session_detailed_daily", "fqn": ["apple_store_integration_tests", "app_session_detailed_daily"], "alias": "app_session_detailed_daily", "checksum": {"name": "sha256", "checksum": "0a6f6572efe3dc8d2ca0383b8678b0ab96896b07f4b7255b9a400a7caccad0d1"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738707578.6139252, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "sales_subscription_event_summary.csv", "original_file_path": "seeds/sales_subscription_event_summary.csv", "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary", "fqn": ["apple_store_integration_tests", "sales_subscription_event_summary"], "alias": "sales_subscription_event_summary", "checksum": {"name": "sha256", "checksum": "5a9bcba25679e8bc8bdf353674a57a01ef4170dd6ec57d0f74744147ae2ac3e5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738707578.614729, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_crash_daily.csv", "original_file_path": "seeds/app_crash_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_crash_daily", "fqn": ["apple_store_integration_tests", "app_crash_daily"], "alias": "app_crash_daily", "checksum": {"name": "sha256", "checksum": "f2f946a54ac0166cbb2fb36d072ce6d24c75c7c242ea9db8b5e379f720140e2d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738707578.6155462, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.925472, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "5db76055ea01f5bdc2bfbf011a690cee3c03df8d6e026ecbd6f7d80b83d38393"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.92399, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5a8f3bb5332cf41b01278f2d92c8bb1857d7e12799023713c583e8e4e1d579d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.92483, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.923202, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.926144, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "a8ecae02cb5699591faec87d869b11e162c1af05fa218891277213d22d7b414c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9245498, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9258082, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.925159, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.7466931, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.758337, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.760534, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.762658, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.7647219, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.767495, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.76954, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.771637, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738707578.967326, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "302ad35e7dbed557fb4142febbdcf6c6daaaf7896b4a53e655c3c7e62d6e7272"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.973814, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "978149fec6951df9e24ca181f0df64079fd662b0e6b91e0da30e9ea164649b5e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.971691, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "cf01265608e33aebb531971cc510b94f276089c56c0ecda5e30e58659b8dbbee"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9749818, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "a3d41d58c8fe5507be53b661a943feee411686567b38961875b63f3164f5b502"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.973066, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_8_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "ecbc6bb5cba46dc88182385f1a6187f4622aee5f694b4953d969b33521b84692"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.9735098, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by", "macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n cast(null as TEXT) as source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n null as source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "ddeaa88879d7f55874fbe609266fb969eeb5ac5cda7db882c4e7e591f5b770ec"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.975277, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as {{ dbt.type_string() }}) as source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.type_string"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n cast(null as TEXT) as source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "cd8d7c326e2f070ddbbb016e2ebc4a6c32dc71012da1b8d94710b096e9892ba0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.974165, "relation_name": "\"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from __dbt__cte__int_apple_store__date_spine\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n cross join reporting_grain as ug\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__date_spine", "sql": " __dbt__cte__int_apple_store__date_spine as (\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.827243, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "2a1eb0e7534be24d9986edbffebf56a8153e47d4f93a22b11bcba3e9fa633ce8"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.8293, "relation_name": null, "raw_code": "-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n {{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n }} \n ) as date_spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.get_single_value", "macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n\n\n\n\nselect\n cast(date_day as date) as date_day \nfrom (\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 97\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-10-31' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n ) as date_spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.843078, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "515d1310ca25fb16f187a6f3936d1d0685c631ca1d8f81ab6934f53a0f84b027"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.8452969, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(counts) AS total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738707578.847431, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738707578.945494, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738707578.950342, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738707578.9518661, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738707578.953398, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738707578.954876, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738707578.956334, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738707578.958246, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738707578.959624, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738707578.975602, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738707578.977234, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738707578.9786549, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738707578.980167, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738707578.9815521, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738707578.983099, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738707578.98457, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_8_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_app\"", "created_at": 1738707578.986939}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_event_summary\"", "created_at": 1738707578.987047}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"sales_subscription_summary\"", "created_at": 1738707578.9871302}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738707578.98719}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738707578.987246}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_store_download_detailed_daily\"", "created_at": 1738707578.9873018}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_crash_daily\"", "created_at": 1738707578.987351}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_8", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_8\".\"app_session_detailed_daily\"", "created_at": 1738707578.987512}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1091971, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.109374, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1094568, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.109526, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1095948, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11061, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11083, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11126, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.111339, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.117335, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1176598, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11787, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118071, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118381, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118658, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.11877, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.118986, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1192288, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1198158, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.119943, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12014, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1203089, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.120573, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.120715, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121085, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121216, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1212878, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.121412, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1215081, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1217449, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122259, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1223512, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122536, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122625, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.122732, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1233, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.123596, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.123782, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.124012, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1241012, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.124535, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1246452, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12473, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.125097, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.12521, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.125345, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1258419, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.127876, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1279738, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.128281, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.128534, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129228, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129354, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1294432, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1295302, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.129632, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1298718, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1300669, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1302688, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.130559, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.13073, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133059, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133172, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133311, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133746, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1338508, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.133963, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.134846, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.135707, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138355, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138533, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1386392, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138696, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138786, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138856, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.138985, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1395578, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1396868, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.139859, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.14014, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.143917, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1456199, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.145928, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.146116, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.146351, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1465821, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1497998, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.150038, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.150193, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.151062, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.151207, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1516001, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.153428, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1552372, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.156325, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1566641, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1570718, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1572192, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.157665, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.161678, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1626492, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1628108, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1634188, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.163583, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.163979, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.164372, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.164979, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1651268, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165249, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165432, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1655512, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165731, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.165849, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1660218, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166142, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166241, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.166492, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1697972, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.17379, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.174573, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.175384, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.175976, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.176136, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1762161, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.176407, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1764941, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1789281, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.181194, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.184501, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185045, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185187, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185479, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1856, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185684, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1857731, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185843, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.185941, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186016, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186301, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.186411, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1872141, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.187485, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.187722, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188067, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188241, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188443, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1887, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.188854, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189318, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189547, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1896598, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189782, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.189906, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.190442, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191168, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1914089, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191565, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191766, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.191891, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192344, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192624, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1927512, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.192926, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.193158, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19332, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19362, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19396, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194177, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194308, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194479, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194546, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194724, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.194825, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195022, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1951098, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1952882, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195381, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19578, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.195903, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196078, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1961758, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196359, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.196456, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197182, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197263, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197626, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.197736, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.19782, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.198616, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.198955, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199177, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1993558, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199423, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1995971, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1996899, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.1998641, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.199957, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.200524, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.200642, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2009149, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.201351, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.201638, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.20176, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2018712, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2020512, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2021189, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.202702, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.202795, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2034822, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.203605, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.203748, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2039301, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204021, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204288, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204393, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204509, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.204864, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205098, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205289, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.205446, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2058141, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2067342, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.207092, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.207275, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.208491, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209238, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209696, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.20984, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.209981, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2100291, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.210499, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2108958, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21104, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211275, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2114801, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211585, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211735, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.211822, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.212369, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.212639, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2127638, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2131891, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213351, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213418, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2136252, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213728, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.213867, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2139142, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214077, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21416, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214337, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2144299, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.214825, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2150779, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215286, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215389, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2155678, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215659, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2158191, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.215918, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216079, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216178, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216331, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216404, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216585, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2166688, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216821, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.216887, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.217938, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2180438, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.21815, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2182431, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218338, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2184262, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218519, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218622, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218715, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218802, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218894, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.218982, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219075, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2191648, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2193348, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219417, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219566, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219629, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2198348, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.219986, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22007, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220382, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220482, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220608, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220769, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.220845, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2210639, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.221277, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2214441, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2215219, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.221756, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2218728, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2219698, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222084, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222403, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222498, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2225852, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2226508, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22275, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222796, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2228968, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.222997, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.223548, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.223634, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2237282, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2239769, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224092, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2241752, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224271, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.224353, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.225673, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.225784, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.22592, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2261708, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226331, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2265291, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226644, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2267451, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.226899, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227241, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227384, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2274702, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227736, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.227988, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.228163, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.228297, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229483, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229554, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2296588, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229727, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.229934, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.230052, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2301152, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23025, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2303739, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2305112, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23063, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2307708, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.231387, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.231499, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2316449, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2317839, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2324789, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2328188, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.232936, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233023, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233464, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233571, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233695, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.233799, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.23397, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.234287, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236213, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236372, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236494, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236649, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2367628, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2368588, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.236972, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237129, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237272, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237484, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2376032, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.237704, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2378051, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2379, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.238092, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.238216, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2396789, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.239779, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2399712, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.240104, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.240232, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2403462, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241038, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2412539, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241368, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.24158, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.241718, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.242073, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.242229, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2427142, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.243818, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.243913, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.244412, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.244666, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245024, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2453399, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245395, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245748, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.245894, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2460642, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2462301, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.246454, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.246838, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247138, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247539, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247736, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.247932, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2486541, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.24929, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.249852, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.250526, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.250968, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2511842, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2516448, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.252173, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.252456, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2527418, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2531369, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.25347, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.253819, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2540631, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.254503, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.255029, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.255432, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2558222, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256182, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256396, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2566452, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.256931, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.257375, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.257895, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2584808, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2590358, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.26034, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.262789, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.263121, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2633119, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2656288, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266562, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266732, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.266834, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267107, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267284, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267405, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2675798, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.267683, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2681239, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.268647, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.269105, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2695029, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.269664, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2698848, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.270135, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2704709, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2706702, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.270947, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.271379, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.271895, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2724538, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2727082, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2728262, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2731462, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2735739, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.274082, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.274334, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2745118, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.275311, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.276215, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2772129, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.278603, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.278919, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2790241, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2810109, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283071, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283257, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283405, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.283964, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284101, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284211, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284319, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284417, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284514, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284618, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284852, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.284998, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285229, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285552, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.285779, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.286004, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.287947, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288157, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288555, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.288967, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.289257, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2899148, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2908502, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.291471, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.29195, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2922308, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.292667, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293133, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293403, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.293519, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2937899, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2941508, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2944288, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.294785, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2950962, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.295181, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2952662, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.295347, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.29565, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2960708, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.296746, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.296902, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.297247, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.2977111, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301014, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301419, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.301984, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3024151, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.302834, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.303352, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.303457, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.30352, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.30516, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.309588, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.309679, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3097339, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.310106, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311041, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311237, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311407, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3115578, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311747, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.31186, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.311976, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3122041, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3127859, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.312883, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.312976, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313068, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3131561, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313248, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.313709, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.314081, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.314968, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3151958, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3153422, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3154812, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3156219, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.315774, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.315927, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316062, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316255, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316316, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316375, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316431, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.316641, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3170612, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.317652, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3179898, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3185081, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3188019, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.31888, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.318953, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.319024, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3191009, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.320987, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.321093, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3211908, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3212779, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.322284, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32286, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3229399, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323096, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323272, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32335, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323423, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323493, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.323562, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3238552, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324194, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324513, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32464, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.324776, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3249369, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.325585, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3279638, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.328226, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.328438, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.32941, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.329749, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3300931, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3301818, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330268, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330367, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330457, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.330545, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.33105, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.331738, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332198, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3323, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332396, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332494, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332591, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332709, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3328588, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.332918, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3329768, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.333347, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.334214, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3343282, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.334896, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.33719, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.339909, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.340759, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.340974, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341064, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341183, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341381, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3414452, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341512, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341569, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341629, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341799, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341866, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.341933, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.342175, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.342401, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3434088, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.345994, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3482969, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.3493068, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.350348, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.351546, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.351846, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352054, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352119, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352182, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352242, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738707578.352854, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.533731, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5389068, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.540629, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.542256, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.543883, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.565362, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.567184, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.568896, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5704901, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.5721118, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.573736, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.575273, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.576958, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_8_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738707578.578476, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], 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If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2267609, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "66087a7cd3702423dbc87df7e9946d9a68a9d287cbf74791748b30fc20357576"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.225971, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1957839, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2274508, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2271209, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.226366, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.0400908, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.042722, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.045568, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.051339, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.053751, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.056163, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738882332.2737122, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "5e6d99d9837fbf0bf1e876c79afc2cbe8e3a6de85596d9caee931228cd668985"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2808661, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "f4e33ac51169b9549e9ddfdeab797035dbf187a314a8deaf0abbd000809928e6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2816792, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "eeb4a31455308e184adfb3cdbe38be3ef49313e09004d4bb9a05ceb210dd2a5f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.28003, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "da9c828ceb3bb7ece1fc5e34a50e03529752a367c9a91527785e9fff50750084"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.280532, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "4e3015ba260fef3d0a26a6d5610e2eedad1b24082a98deeab5a484e642ef1a4f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2819881, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3a8fd95f9594fff874519a527bd9fd7cd63d341e20a6451a7a3423f4598c130a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2812579, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1153579, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "37f67863492fd658bacdf9195c41df884aa00cb1aec9330fa7b082954d8ad87d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.117785, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2024-11-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 98\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-11-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.131697, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1342452, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.136734, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738882332.2489338, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738882332.254426, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738882332.256154, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738882332.257971, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738882332.2597172, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738882332.2612858, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738882332.262944, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738882332.2644758, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738882332.282382, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738882332.284805, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738882332.2864032, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738882332.2881112, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738882332.289694, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738882332.291353, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738882332.2930298, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "created_at": 1738882332.296625}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738882332.2969012}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738882332.296959}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "created_at": 1738882332.297017}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "created_at": 1738882332.297068}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "created_at": 1738882332.297125}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.35499, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355152, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355226, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355297, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3553689, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.35641, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.356626, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.357057, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3571389, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.363171, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3634791, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3636868, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.363884, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364156, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3644109, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364513, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3647192, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3655171, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365634, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365817, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365976, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366227, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366359, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366703, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3668292, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3668978, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.36701, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.367096, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3674262, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.367977, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3680809, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3682702, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.368371, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.368484, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369048, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3693361, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3695202, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369771, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369856, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37027, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370377, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370456, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370781, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3708858, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3710122, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3714938, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.373467, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37356, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3738492, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37409, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374739, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374857, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374942, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375024, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375106, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375335, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3755121, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375744, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.376041, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3762538, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3785138, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3786151, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.378752, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.379165, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.379266, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3793888, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3801951, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.381024, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383546, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383709, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383807, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3838642, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383966, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384032, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.38415, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384736, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384851, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.385011, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.385268, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.388911, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.390568, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.390838, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.391018, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.39125, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.391467, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394624, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394847, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394992, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3958242, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.395971, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.39637, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.398116, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3998752, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.400945, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401309, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401723, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401887, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.402333, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.406216, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.407169, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4073238, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.407888, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408042, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408412, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408797, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409395, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409529, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409633, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409802, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409909, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410086, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410204, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410382, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410506, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410601, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410845, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4138439, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.417423, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.418144, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.418823, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.419317, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4194582, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.419529, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4197109, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4197938, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.421979, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4239419, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.427138, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.42764, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.427778, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4280488, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.42816, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428237, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428319, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428386, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4284759, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428543, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428824, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4289322, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.429705, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.429971, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430206, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430544, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430699, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43086, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4310899, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.431236, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4316769, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.431903, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432013, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432138, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4322612, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432777, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433449, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433686, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433845, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43405, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.434182, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4346309, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43488, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4350011, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435162, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43537, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435526, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435827, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4361658, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436377, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436508, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436667, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436728, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4368918, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436977, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4371572, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437237, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437402, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43749, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4378529, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437963, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438134, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438228, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438401, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4384918, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4391522, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439221, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439533, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439632, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439709, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.440476, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.440785, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.441001, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4411578, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44122, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4413729, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.441458, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4416158, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44171, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442313, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442462, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442752, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443159, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4434361, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443552, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443657, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443824, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443887, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4444191, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.444511, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445139, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445258, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445388, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445552, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4456398, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445887, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445986, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4460921, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4464052, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4466188, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.446794, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.446939, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.447276, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.448122, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.448451, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44862, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.449729, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.450398, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4508648, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451009, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451155, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451203, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451659, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4519901, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4521239, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452339, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452544, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452641, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452778, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452853, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.453362, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4536, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4537091, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4540741, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4542239, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4542878, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454483, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454577, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454706, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454753, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454907, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454986, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4551492, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455229, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455592, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455819, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456008, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456104, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456278, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456359, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456507, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456598, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4567401, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.45683, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456971, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457035, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457212, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457296, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457448, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457516, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4584022, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458493, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458583, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458668, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4587572, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458843, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458935, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4590359, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459129, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.45922, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459316, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459402, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4594948, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459578, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459737, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459813, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459956, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460016, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460211, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460366, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4604511, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460757, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460854, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4609852, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461143, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46122, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461431, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461636, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4617999, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461879, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4621031, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4622111, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462305, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46241, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4627142, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462807, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462893, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462959, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.463062, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.463113, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4632142, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4633129, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4638479, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4639308, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464025, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464254, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46437, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464447, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4645371, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464607, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.465823, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.465926, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46606, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4662988, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466447, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466635, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46674, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4668338, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466971, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467283, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467416, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467496, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4677389, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467972, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4681358, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.468261, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469363, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469443, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469544, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469606, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46981, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469918, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4699771, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470104, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470211, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470339, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470448, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470579, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4711459, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.471256, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.471402, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47153, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472173, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47248, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472598, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472682, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473123, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473227, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4733481, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473454, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4736152, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4739048, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4757178, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.475895, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476018, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4761658, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476286, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476374, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4764779, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476614, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47673, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476901, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4770079, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477102, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477195, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477282, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477459, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4775648, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.478963, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479064, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479257, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4793952, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479522, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479624, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4802592, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480464, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4805708, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480769, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480896, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48123, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.481378, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4818518, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.482924, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483027, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483487, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483725, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484056, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4843352, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484382, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4846878, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4848242, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484982, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485141, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4853508, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485704, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485989, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486363, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486559, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486764, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48749, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.488108, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48862, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489248, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489662, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489873, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.490336, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4908328, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491093, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491355, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491723, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.492028, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.492373, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4926069, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.493015, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4935071, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.493887, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494248, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494581, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494782, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495015, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495296, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495739, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.496255, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.496813, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.497333, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.498533, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5008209, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.501138, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5013278, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.503524, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504383, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504544, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5046458, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504919, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.50509, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.505214, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5053701, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5054772, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5058932, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.506379, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.506814, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507168, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507309, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507526, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507754, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508066, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508252, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5085068, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508908, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.509387, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.50993, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510186, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510304, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510617, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511012, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511484, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511733, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511909, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.512682, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.513471, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5144541, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5155032, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5156832, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.515763, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5176919, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.519744, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.519934, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520086, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520635, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5207648, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520861, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520968, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521062, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52116, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521261, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521488, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5216289, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5218508, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5221581, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.522357, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.522549, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.524519, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.524726, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52511, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52553, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.525841, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5265338, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.527479, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5280871, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5285602, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.528834, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529241, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529713, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529996, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530114, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530357, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530717, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531004, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5313659, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531671, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531754, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531837, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5319161, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.532215, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5326312, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533304, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533474, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533837, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5343091, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.537647, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538045, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538539, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538965, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5394182, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.539965, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5400782, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.540145, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.541792, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.546185, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.546273, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5463219, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5466821, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.547955, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548186, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548351, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548508, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548703, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5488188, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5489411, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549184, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549786, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549886, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549982, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55008, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5501661, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.550261, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55076, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5511649, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.551998, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.552244, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5523908, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5525372, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5526762, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.552835, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55299, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5531478, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553359, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553427, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5535018, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553565, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5538628, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5545201, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.555367, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55582, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.556853, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557333, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55746, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557565, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5576909, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557794, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5603032, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5604181, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.560525, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.560626, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.561891, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5625951, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.562698, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.562885, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5630772, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5631738, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.563259, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5633438, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.563427, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.56377, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5641558, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5645041, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.564688, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.564842, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5650308, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5658119, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5690272, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.569362, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5696268, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5708008, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5712059, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571639, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571753, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571867, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571996, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572103, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572217, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572844, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.573814, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574355, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574472, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5745761, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574688, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574802, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574921, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575119, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5751958, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575265, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575723, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.576869, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.577051, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.577769, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.580323, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.583222, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584194, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584435, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5845351, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584672, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584878, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5849469, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585014, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585073, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585131, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585304, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5853639, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585425, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5856671, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5859041, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.586966, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5898209, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.59213, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.593408, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.594545, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.595702, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.595996, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.596218, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.596284, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5963478, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.59641, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.597022, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.79373, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.7992918, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.801151, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8028421, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.804505, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.82576, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.827588, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8293881, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8311, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.832784, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.834486, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.836122, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8378382, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.839435, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "model.apple_store_source.stg_apple_store__sales_subscription_events": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "9605f32a7690994904159911fa479e45886e4c2ed46288f49edbf86bc291bb6c"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "{{ doc(\"event\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "{{ doc(\"subscription_offer_type\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "{{ doc(\"subscription_offer_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "{{ doc(\"marketing_opt_in\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "{{ doc(\"marketing_opt_in_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "{{ doc(\"promotional_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "{{ doc(\"promotional_offer_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "{{ doc(\"consecutive_paid_periods\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "{{ doc(\"original_start_date\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "{{ doc(\"device\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "{{ doc(\"client\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "{{ doc(\"previous_subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "{{ doc(\"previous_subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "{{ doc(\"days_before_canceling\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "{{ doc(\"cancellation_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "{{ doc(\"days_canceled\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "{{ doc(\"quantity\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "{{ doc(\"paid_service_days_recovered\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.196596, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_summary": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "bd6ae3eccd27e38e2a8e9e390141aab66e11ce3475a7a9a4f14eae4be6fec458"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "{{ doc(\"customer_price\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "{{ doc(\"customer_currency\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "{{ doc(\"developer_proceeds\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "{{ doc(\"proceeds_currency\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "{{ doc(\"subscription_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "{{ doc(\"promotional_offer_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "{{ doc(\"device\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "{{ doc(\"client\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "{{ doc(\"active_standard_price_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "{{ doc(\"active_free_trial_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_up_front_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_as_you_go_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "{{ doc(\"free_trial_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "{{ doc(\"pay_up_front_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "{{ doc(\"pay_as_you_go_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "{{ doc(\"marketing_opt_ins\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "{{ doc(\"billing_retry\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "{{ doc(\"grace_period\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "{{ doc(\"free_trial_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "{{ doc(\"pay_up_front_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "{{ doc(\"pay_as_you_go_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "{{ doc(\"subscribers\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.225523, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.025502, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.047955, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store.apple_store__subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "3189c26bd92fc74fb1a00fde83f5281a401bf43a3d65793142f99c12e9ce9b35"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc('vendor_number') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "{{ doc(\"territory_long\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "{{ doc(\"region\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "{{ doc(\"sub_region\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "{{ doc(\"active_free_trial_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_as_you_go_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_up_front_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "{{ doc(\"active_standard_price_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2784462, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "source.apple_store_source.apple_store.sales_subscription_event_summary": [{"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "{{ doc(\"_fivetran_synced\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "{{ doc(\"event\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "{{ doc(\"subscription_offer_type\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "{{ doc(\"subscription_offer_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "{{ doc(\"marketing_opt_in\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "{{ doc(\"marketing_opt_in_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "{{ doc(\"promotional_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": 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{"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "{{ doc(\"previous_subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "{{ doc(\"previous_subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "{{ doc(\"days_before_canceling\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "{{ doc(\"cancellation_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": 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"model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__installation_and_deletion_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__session_daily", "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "seed.apple_store_source.apple_store_country_codes": ["model.apple_store.apple_store__territory_report"], "model.apple_store.apple_store__source_type_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648"], "model.apple_store.apple_store__platform_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be"], "model.apple_store.apple_store__territory_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8"], "model.apple_store.apple_store__device_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f"], "model.apple_store.apple_store__app_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143"], "model.apple_store.apple_store__overview_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__date_spine": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store.apple_store__app_version_report", "model.apple_store.apple_store__device_report", "model.apple_store.apple_store__overview_report", "model.apple_store.apple_store__platform_version_report", "model.apple_store.apple_store__source_type_report", "model.apple_store.apple_store__territory_report"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": [], 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"test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": [], "source.apple_store_source.apple_store.app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_detailed_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index 3de6041..61002ad 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -5,6 +5,9 @@ -- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }} -- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} -- depends_on: {{ ref('stg_apple_store__app_session_daily') }} +with spine as ( + + {% if execute and flags.WHICH in ('run', 'build') %} {% set first_date_query %} @@ -25,14 +28,22 @@ {%- set first_date = dbt_utils.get_single_value(first_date_query) %} +{% else %} +{%- set first_date = '2024-11-01' %} + +{% endif %} + +{{ + dbt_utils.date_spine( + datepart="day", + start_date = "cast('" ~ first_date ~ "' as date)", + end_date=dbt.dateadd("day", 1, dbt.current_timestamp()) + ) +}} + +) + select cast(date_day as date) as date_day -from ( - {{ - dbt_utils.date_spine( - datepart="day", - start_date = "cast('" ~ first_date ~ "' as date)", - end_date=dbt.dateadd("day", 1, dbt.current_timestamp()) - ) - }} - ) as date_spine +from spine + From 4e4d751f77d43388f9c4a19d54d82f825ef6d64a Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 7 Feb 2025 14:27:51 -0600 Subject: [PATCH 33/57] make prerelease a1 --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 5dda01b..bc1eab8 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,8 @@ Include the following apple_store package version in your `packages.yml` file: ```yaml packages: - package: fivetran/apple_store - version: [">=0.5.0", "<0.6.0"] # we recommend using ranges to capture non-breaking changes automatically + version: 0.5.0-a1 + # version: [">=0.5.0", "<0.6.0"] # we recommend using ranges to capture non-breaking changes automatically ``` Do NOT include the `apple_store_source` package in this file. The transformation package itself has a dependency on it and will install the source package as well. From 25ffcac1ddc12d973f87623495710c0d11b4323b Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 7 Feb 2025 14:35:10 -0600 Subject: [PATCH 34/57] docs --- docs/catalog.json | 2 +- docs/manifest.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/catalog.json b/docs/catalog.json index c86c818..b21ae61 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2025-02-06T22:52:53.868621Z", "invocation_id": "1c4128fd-ab97-47d7-8a73-5b9464b36c02", "env": {}}, "nodes": {"seed.apple_store_integration_tests.app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.app_crash_daily"}, "seed.apple_store_integration_tests.app_session_detailed_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": 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"database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": 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In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. 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A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. 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Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. 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However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 9, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 10, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 11, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 23, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 24, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 25, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 26, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 27, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 28, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 29, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 30, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 31, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 32, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 33, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 22, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 24, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 27, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 30, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 31, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 32, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 33, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 34, "name": 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Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2267609, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "66087a7cd3702423dbc87df7e9946d9a68a9d287cbf74791748b30fc20357576"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.225971, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1957839, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2274508, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2271209, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.226366, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.0400908, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.042722, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.045568, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.051339, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.053751, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.056163, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738882332.2737122, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "5e6d99d9837fbf0bf1e876c79afc2cbe8e3a6de85596d9caee931228cd668985"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2808661, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "f4e33ac51169b9549e9ddfdeab797035dbf187a314a8deaf0abbd000809928e6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2816792, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "eeb4a31455308e184adfb3cdbe38be3ef49313e09004d4bb9a05ceb210dd2a5f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.28003, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "da9c828ceb3bb7ece1fc5e34a50e03529752a367c9a91527785e9fff50750084"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.280532, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "4e3015ba260fef3d0a26a6d5610e2eedad1b24082a98deeab5a484e642ef1a4f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2819881, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3a8fd95f9594fff874519a527bd9fd7cd63d341e20a6451a7a3423f4598c130a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2812579, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1153579, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "37f67863492fd658bacdf9195c41df884aa00cb1aec9330fa7b082954d8ad87d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.117785, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2024-11-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 98\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-11-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.131697, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.1342452, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.136734, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738882332.2489338, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738882332.254426, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738882332.256154, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738882332.257971, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738882332.2597172, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738882332.2612858, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738882332.262944, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738882332.2644758, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738882332.282382, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738882332.284805, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738882332.2864032, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738882332.2881112, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738882332.289694, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738882332.291353, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738882332.2930298, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "created_at": 1738882332.296625}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738882332.2969012}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738882332.296959}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "created_at": 1738882332.297017}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "created_at": 1738882332.297068}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "created_at": 1738882332.297125}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.35499, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355152, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355226, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.355297, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3553689, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.35641, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.356626, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.357057, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3571389, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.363171, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3634791, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3636868, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.363884, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364156, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3644109, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364513, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3647192, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.364945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3655171, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365634, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365817, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.365976, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366227, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366359, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.366703, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3668292, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3668978, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.36701, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.367096, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3674262, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.367977, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3680809, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3682702, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.368371, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.368484, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369048, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3693361, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3695202, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369771, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.369856, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37027, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370377, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370456, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.370781, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3708858, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3710122, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3714938, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.373467, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37356, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3738492, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.37409, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374739, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374857, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.374942, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375024, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375106, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375335, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3755121, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.375744, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.376041, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3762538, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3785138, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3786151, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.378752, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.379165, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.379266, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3793888, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3801951, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.381024, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383546, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383709, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383807, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3838642, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.383966, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384032, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.38415, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384736, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.384851, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.385011, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.385268, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.388911, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.390568, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.390838, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.391018, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.39125, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.391467, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394624, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394847, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.394992, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3958242, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.395971, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.39637, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.398116, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.3998752, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.400945, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401309, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401723, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.401887, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.402333, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.406216, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.407169, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4073238, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.407888, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408042, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408412, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.408797, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409395, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409529, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409633, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409802, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.409909, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410086, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410204, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410382, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410506, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410601, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.410845, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4138439, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.417423, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.418144, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.418823, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.419317, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4194582, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.419529, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4197109, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4197938, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.421979, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4239419, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.427138, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.42764, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.427778, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4280488, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.42816, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428237, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428319, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428386, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4284759, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428543, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.428824, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4289322, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.429705, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.429971, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430206, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430544, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.430699, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43086, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4310899, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.431236, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4316769, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.431903, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432013, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432138, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4322612, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.432777, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433449, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433686, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.433845, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43405, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.434182, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4346309, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43488, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4350011, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435162, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43537, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435526, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.435827, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4361658, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436377, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436508, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436667, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436728, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4368918, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.436977, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4371572, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437237, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437402, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.43749, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4378529, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.437963, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438134, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438228, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.438401, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4384918, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4391522, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439221, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439533, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439632, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.439709, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.440476, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.440785, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.441001, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4411578, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44122, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4413729, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.441458, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4416158, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44171, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442313, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442462, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.442752, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443159, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4434361, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443552, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443657, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443824, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.443887, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4444191, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.444511, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445139, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445258, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445388, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445552, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4456398, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445887, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.445986, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4460921, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4464052, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4466188, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.446794, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.446939, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.447276, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.448122, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.448451, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.44862, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.449729, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.450398, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4508648, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451009, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451155, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451203, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.451659, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4519901, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4521239, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452339, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452544, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452641, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452778, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.452853, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.453362, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4536, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4537091, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4540741, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4542239, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4542878, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454483, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454577, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454706, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454753, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454907, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.454986, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4551492, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455229, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455592, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.455819, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456008, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456104, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456278, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456359, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456507, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456598, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4567401, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.45683, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.456971, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457035, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457212, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457296, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457448, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.457516, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4584022, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458493, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458583, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458668, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4587572, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458843, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.458935, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4590359, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459129, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.45922, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459316, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459402, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4594948, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459578, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459737, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459813, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.459956, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460016, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460211, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460366, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4604511, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460757, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.460854, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4609852, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461143, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46122, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461431, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461636, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4617999, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.461879, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4621031, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4622111, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462305, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46241, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4627142, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462807, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462893, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.462959, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.463062, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.463113, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4632142, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4633129, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4638479, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4639308, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464025, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464254, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46437, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464447, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4645371, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.464607, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.465823, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.465926, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46606, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4662988, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466447, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466635, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46674, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4668338, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.466971, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467283, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467416, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467496, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4677389, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.467972, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4681358, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.468261, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469363, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469443, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469544, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469606, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.46981, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.469918, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4699771, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470104, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470211, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470339, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470448, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.470579, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4711459, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.471256, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.471402, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47153, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472173, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47248, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472598, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.472682, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473123, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473227, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4733481, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.473454, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4736152, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4739048, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4757178, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.475895, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476018, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4761658, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476286, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476374, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4764779, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476614, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.47673, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.476901, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4770079, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477102, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477195, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477282, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.477459, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4775648, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.478963, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479064, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479257, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4793952, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479522, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.479624, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4802592, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480464, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4805708, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480769, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.480896, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48123, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.481378, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4818518, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.482924, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483027, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483487, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.483725, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484056, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4843352, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484382, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4846878, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4848242, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.484982, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485141, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4853508, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485704, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.485989, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486363, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486559, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.486764, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48749, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.488108, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.48862, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489248, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489662, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.489873, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.490336, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4908328, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491093, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491355, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.491723, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.492028, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.492373, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4926069, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.493015, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.4935071, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.493887, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494248, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494581, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.494782, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495015, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495296, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.495739, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.496255, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.496813, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.497333, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.498533, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5008209, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.501138, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5013278, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.503524, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504383, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504544, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5046458, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.504919, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.50509, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.505214, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5053701, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5054772, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5058932, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.506379, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.506814, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507168, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507309, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507526, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.507754, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508066, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508252, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5085068, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.508908, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.509387, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.50993, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510186, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510304, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.510617, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511012, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511484, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511733, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.511909, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.512682, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.513471, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5144541, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5155032, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5156832, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.515763, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5176919, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.519744, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.519934, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520086, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520635, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5207648, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520861, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.520968, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521062, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52116, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521261, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.521488, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5216289, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5218508, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5221581, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.522357, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.522549, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.524519, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.524726, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52511, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.52553, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.525841, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5265338, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.527479, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5280871, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5285602, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.528834, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529241, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529713, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.529996, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530114, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530357, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.530717, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531004, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5313659, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531671, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531754, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.531837, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5319161, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.532215, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5326312, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533304, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533474, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.533837, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5343091, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.537647, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538045, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538539, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.538965, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5394182, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.539965, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5400782, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.540145, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.541792, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.546185, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.546273, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5463219, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5466821, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.547955, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548186, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548351, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548508, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.548703, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5488188, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5489411, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549184, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549786, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549886, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.549982, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55008, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5501661, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.550261, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55076, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5511649, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.551998, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.552244, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5523908, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5525372, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5526762, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.552835, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55299, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5531478, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553359, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553427, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5535018, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.553565, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5538628, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5545201, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.555367, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55582, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.556853, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557333, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.55746, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557565, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5576909, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.557794, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5603032, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5604181, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.560525, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.560626, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.561891, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5625951, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.562698, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.562885, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5630772, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5631738, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.563259, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5633438, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.563427, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.56377, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5641558, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5645041, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.564688, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.564842, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5650308, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5658119, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5690272, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.569362, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5696268, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5708008, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5712059, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571639, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571753, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571867, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.571996, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572103, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572217, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.572844, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.573814, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574355, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574472, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5745761, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574688, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574802, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.574921, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575119, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5751958, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575265, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.575723, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.576869, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.577051, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.577769, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.580323, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.583222, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584194, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584435, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5845351, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584672, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.584878, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5849469, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585014, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585073, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585131, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585304, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5853639, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.585425, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5856671, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5859041, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.586966, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5898209, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.59213, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.593408, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.594545, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.595702, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.595996, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.596218, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.596284, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.5963478, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.59641, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738882331.597022, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.79373, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.7992918, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.801151, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8028421, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.804505, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.82576, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.827588, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8293881, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8311, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.832784, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.834486, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.836122, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.8378382, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738882331.839435, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "model.apple_store_source.stg_apple_store__sales_subscription_events": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "9605f32a7690994904159911fa479e45886e4c2ed46288f49edbf86bc291bb6c"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "{{ doc(\"event\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "{{ doc(\"subscription_offer_type\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "{{ doc(\"subscription_offer_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "{{ doc(\"marketing_opt_in\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "{{ doc(\"marketing_opt_in_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "{{ doc(\"promotional_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "{{ doc(\"promotional_offer_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "{{ doc(\"consecutive_paid_periods\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "{{ doc(\"original_start_date\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "{{ doc(\"device\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "{{ doc(\"client\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "{{ doc(\"previous_subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "{{ doc(\"previous_subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "{{ doc(\"days_before_canceling\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "{{ doc(\"cancellation_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "{{ doc(\"days_canceled\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "{{ doc(\"quantity\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "{{ doc(\"paid_service_days_recovered\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.196596, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_summary": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "bd6ae3eccd27e38e2a8e9e390141aab66e11ce3475a7a9a4f14eae4be6fec458"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "{{ doc(\"customer_price\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "{{ doc(\"customer_currency\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "{{ doc(\"developer_proceeds\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "{{ doc(\"proceeds_currency\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "{{ doc(\"subscription_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "{{ doc(\"promotional_offer_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "{{ doc(\"device\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "{{ doc(\"client\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "{{ doc(\"active_standard_price_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "{{ doc(\"active_free_trial_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_up_front_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_as_you_go_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "{{ doc(\"free_trial_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "{{ doc(\"pay_up_front_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "{{ doc(\"pay_as_you_go_promotional_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "{{ doc(\"marketing_opt_ins\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "{{ doc(\"billing_retry\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "{{ doc(\"grace_period\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "{{ doc(\"free_trial_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "{{ doc(\"pay_up_front_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "{{ doc(\"pay_as_you_go_offer_code_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "{{ doc(\"subscribers\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.225523, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.025502, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.047955, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "model.apple_store.apple_store__subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "3189c26bd92fc74fb1a00fde83f5281a401bf43a3d65793142f99c12e9ce9b35"}, "config": {"enabled": false, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "{{ doc('source_relation') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc('vendor_number') }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "{{ doc(\"territory_long\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "{{ doc(\"region\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "{{ doc(\"sub_region\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "{{ doc(\"state\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "{{ doc(\"active_free_trial_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_as_you_go_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "{{ doc(\"active_pay_up_front_introductory_offer_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "{{ doc(\"active_standard_price_subscriptions\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": false, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738882332.2784462, "config_call_dict": {"enabled": false}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "source.apple_store_source.apple_store.sales_subscription_event_summary": [{"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "{{ doc(\"_fivetran_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "{{ doc(\"_fivetran_synced\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "{{ doc(\"vendor_number\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "{{ doc(\"date_day\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "{{ doc(\"event\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "{{ doc(\"app_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "{{ doc(\"app_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "{{ doc(\"subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "{{ doc(\"subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "{{ doc(\"subscription_group_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "{{ doc(\"standard_subscription_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "{{ doc(\"subscription_offer_type\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "{{ doc(\"subscription_offer_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "{{ doc(\"marketing_opt_in\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "{{ doc(\"marketing_opt_in_duration\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "{{ doc(\"preserved_pricing\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "{{ doc(\"proceeds_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "{{ doc(\"promotional_offer_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": 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{"name": "country", "description": "{{ doc(\"country\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "{{ doc(\"previous_subscription_name\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "{{ doc(\"previous_subscription_apple_id\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "{{ doc(\"days_before_canceling\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "{{ doc(\"cancellation_reason\") }}", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": 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"seeds/sales_subscription_event_summary.csv", "unique_id": "seed.apple_store_integration_tests.sales_subscription_event_summary", "fqn": ["apple_store_integration_tests", "sales_subscription_event_summary"], "alias": "sales_subscription_event_summary", "checksum": {"name": "sha256", "checksum": "5a9bcba25679e8bc8bdf353674a57a01ef4170dd6ec57d0f74744147ae2ac3e5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738960113.584957, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_event_summary\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_crash_daily.csv", "original_file_path": "seeds/app_crash_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_crash_daily", "fqn": ["apple_store_integration_tests", "app_crash_daily"], "alias": "app_crash_daily", "checksum": {"name": "sha256", "checksum": "f2f946a54ac0166cbb2fb36d072ce6d24c75c7c242ea9db8b5e379f720140e2d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1738960113.5858188, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "eba08631d2ce24c1c682c538200c9130f65143a96697378e16f128816b14658f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892032, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "9605f32a7690994904159911fa479e45886e4c2ed46288f49edbf86bc291bb6c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.868246, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "66087a7cd3702423dbc87df7e9946d9a68a9d287cbf74791748b30fc20357576"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.891317, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.867558, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892705, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "bd6ae3eccd27e38e2a8e9e390141aab66e11ce3475a7a9a4f14eae4be6fec458"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.890927, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892374, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.891674, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.716228, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.727957, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.730127, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7323341, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.734354, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.737303, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7393742, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7415402, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738960113.934262, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "5e6d99d9837fbf0bf1e876c79afc2cbe8e3a6de85596d9caee931228cd668985"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9408488, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "3189c26bd92fc74fb1a00fde83f5281a401bf43a3d65793142f99c12e9ce9b35"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.938714, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "f4e33ac51169b9549e9ddfdeab797035dbf187a314a8deaf0abbd000809928e6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9415739, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "eeb4a31455308e184adfb3cdbe38be3ef49313e09004d4bb9a05ceb210dd2a5f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9401028, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "da9c828ceb3bb7ece1fc5e34a50e03529752a367c9a91527785e9fff50750084"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9405491, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "4e3015ba260fef3d0a26a6d5610e2eedad1b24082a98deeab5a484e642ef1a4f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9418728, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3a8fd95f9594fff874519a527bd9fd7cd63d341e20a6451a7a3423f4598c130a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.941194, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.795616, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "37f67863492fd658bacdf9195c41df884aa00cb1aec9330fa7b082954d8ad87d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7977788, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2024-11-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 99\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-11-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.809978, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.812248, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.81428, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738960113.9123158, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738960113.9171169, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738960113.918619, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738960113.920156, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738960113.9217348, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738960113.923143, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738960113.924611, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738960113.925973, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738960113.942231, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738960113.944319, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738960113.945733, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738960113.9472299, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738960113.948676, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738960113.950146, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738960113.951692, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "created_at": 1738960113.954019}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_event_summary\"", "created_at": 1738960113.9541278}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_summary\"", "created_at": 1738960113.954211}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738960113.954272}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738960113.954327}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "created_at": 1738960113.954381}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "created_at": 1738960113.954429}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "created_at": 1738960113.954612}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0892742, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089429, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089503, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.08957, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089639, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0906181, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09083, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09125, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.091329, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097125, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097409, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097592, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0977762, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0980558, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098326, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0984352, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098647, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098888, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0995688, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0997498, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.099904, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1001549, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1002822, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100628, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100759, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100832, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100949, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1010392, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1012769, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.101721, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.101804, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1019762, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10206, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.102159, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.102707, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1029818, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103153, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10337, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103453, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103861, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103969, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.104054, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1044018, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10451, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1046479, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1051269, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107072, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107164, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107448, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107681, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108324, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1084428, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1085281, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108618, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108704, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1089458, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109132, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1093209, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109596, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109754, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.111986, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112082, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112211, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112627, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112732, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112844, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.113688, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.114495, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1170418, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117207, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117306, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117358, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1174421, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117507, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117622, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.118144, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.118262, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1184158, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1186728, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.122251, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1240032, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.12427, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.124442, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.124674, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1249018, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1280231, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.128261, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1284149, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.12926, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.129396, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.129761, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.131518, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.133325, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1344042, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.134749, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.135175, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.135328, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1357791, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1398568, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1408372, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.140991, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.141609, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.141778, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.142184, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.142586, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143169, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1433039, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143409, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143575, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143692, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1438699, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143988, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144146, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1442618, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144355, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144601, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.147619, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.151245, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1519208, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.152652, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153193, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153343, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153412, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1535869, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153667, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1558762, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.157975, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.161356, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.161877, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162017, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162297, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16241, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162493, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16259, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162681, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162774, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162845, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.163129, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16324, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164057, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164337, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164573, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1648982, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165056, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165227, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165465, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16561, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166059, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166291, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1664052, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166527, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1666481, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.167186, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.167891, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168153, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168322, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168554, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16868, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169133, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169385, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169508, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1696699, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1698828, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.170043, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1703522, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17071, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.170922, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1710541, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171242, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171305, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1714811, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1715698, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171756, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171854, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17204, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1721332, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172576, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172723, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172896, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172993, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1731892, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.173301, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.173985, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1740642, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.174415, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1745129, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1745899, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.175315, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1756349, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.175861, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.176032, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1760929, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1762471, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17633, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1764889, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.176573, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17713, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1772501, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.177494, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.177912, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1782, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.178327, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.178459, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1786618, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1787431, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.179379, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1794639, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180086, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1802082, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180342, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180514, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180605, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1808681, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180972, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181078, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181383, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1815958, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181768, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1819131, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.182261, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183161, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183486, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183667, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.184874, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.18557, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186024, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1861708, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186315, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186363, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186814, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187155, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1872919, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1875, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187686, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187784, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187924, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187993, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.188544, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1887958, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1889122, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189295, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189454, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1895208, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189713, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1898088, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1899362, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1899788, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1901288, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190208, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1903749, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190453, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190819, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191057, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191266, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191369, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1915572, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191644, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191803, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191902, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192052, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192144, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1922839, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192346, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192514, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1925929, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192737, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192802, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1936908, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1937978, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.193902, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.193994, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.19409, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.19418, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194277, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1943848, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194478, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194565, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194658, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194746, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194837, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194921, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195096, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195178, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195324, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1953878, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195592, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1957471, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1958332, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196149, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196249, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1963809, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1965399, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196617, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196835, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197047, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197213, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197292, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197515, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197622, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197713, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197819, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198112, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1982021, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198282, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1983428, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1984372, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1984808, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198573, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198665, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199183, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1992629, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199352, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1995788, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1996858, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199764, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199852, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199931, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2011259, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2012239, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201347, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2015731, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2017112, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201895, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201996, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202089, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202233, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202542, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202674, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202754, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202999, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2032268, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.20339, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2035148, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.204596, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2046669, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2047691, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.204837, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205044, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205148, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2052102, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205337, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205455, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205587, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205694, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2058282, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206392, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206503, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206649, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2067761, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207417, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207744, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207861, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207947, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.208378, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2084851, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2086039, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2087, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2088478, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2091231, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2109702, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211124, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.21124, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211387, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211494, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211584, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2116852, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211822, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2119381, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212109, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212214, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212306, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212399, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2124858, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212663, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212767, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214148, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2142458, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2144341, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214564, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2146811, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214786, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.215429, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2156281, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.215735, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2159328, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2160661, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.216395, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.216544, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.217015, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2180831, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2181718, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.218634, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.218873, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219203, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219483, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219527, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2198348, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2199712, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2201312, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220288, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220499, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220853, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221132, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221498, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221694, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22189, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.222594, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.223205, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.223718, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.224339, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2247539, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22497, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.225429, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.225922, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.226183, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.226449, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2268102, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227087, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227405, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227642, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2280772, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.228601, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22898, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.229347, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22968, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.229882, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.230114, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.230377, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2307851, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.231288, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2318761, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2324312, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.233632, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.235882, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.236211, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2364008, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.238548, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.23944, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239609, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239711, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239983, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240148, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240258, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240403, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240502, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240909, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2413938, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.241809, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2421398, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242273, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242479, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242723, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2430542, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243253, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243528, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243924, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.244403, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.244918, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245155, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245265, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2455602, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245981, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.246453, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2466938, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.24687, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.247648, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.248478, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2493901, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2504609, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.25064, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.250724, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.252672, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2546592, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2548501, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255005, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255594, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255723, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255818, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255928, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256023, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256119, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2562182, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256448, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2565892, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256813, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.257121, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.25732, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2575092, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.259496, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.259708, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260093, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260513, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260803, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.261492, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.26244, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.263055, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.263526, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2638001, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.264224, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.264717, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265002, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265114, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265344, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2656808, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2659562, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266311, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266625, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2667148, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266804, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266891, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.267216, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.267654, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.268321, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.268476, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.26881, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2692711, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.27266, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.273084, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.27358, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2740061, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2744262, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.274966, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.275072, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.275137, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2768471, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.281256, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2813382, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2813818, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.281708, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.282669, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2828748, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283045, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2831979, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283385, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2834969, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2836149, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283852, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284429, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2845309, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2846231, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284713, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284797, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284888, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.285344, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.285742, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.286599, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2868311, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.286989, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.28713, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287271, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287424, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287576, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287715, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287906, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287966, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2880251, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288081, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288288, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288702, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.289291, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2896562, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290158, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290448, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2905228, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2905972, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290671, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290751, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.292612, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2927182, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2928169, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.292913, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.293948, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.294516, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2945971, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.294754, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2949219, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2949991, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295084, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2951622, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295242, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295557, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295926, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2962291, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2963462, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.296475, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.296623, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.297251, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.299621, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.299883, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3000991, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3010108, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3013592, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.301724, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3018198, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.301913, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302022, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302111, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302201, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302709, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.30339, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.303838, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.303939, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304039, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304136, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304229, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3043342, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304491, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304554, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304613, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304982, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.305778, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3058822, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3064299, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.308715, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.311408, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312259, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312472, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312562, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312682, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312893, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312963, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313034, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3130949, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.31315, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313302, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313361, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313419, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313654, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.31388, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.314822, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.317385, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3196611, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.320669, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.321666, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3227332, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323029, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323243, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323308, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323374, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323435, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3240309, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5029, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5079522, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5097458, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.511306, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.512904, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.533632, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5354419, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5371509, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.538739, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.540321, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.542021, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5437791, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.545609, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5471601, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], 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["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "source.apple_store_source.apple_store.sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_detailed_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file From 5d48c99e62124b83fbc0f90fe22b99fce9816ac8 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Mon, 10 Feb 2025 19:15:52 -0500 Subject: [PATCH 35/57] fix to use cross join to populate dimensions on 0 value rows --- models/apple_store__device_report.sql | 15 ++++----------- models/apple_store__platform_version_report.sql | 15 ++++----------- models/apple_store__source_type_report.sql | 13 ++++--------- models/apple_store__subscription_report.sql | 9 ++++----- models/apple_store__territory_report.sql | 14 ++++---------- 5 files changed, 20 insertions(+), 46 deletions(-) diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 6e1d15c..df3b78e 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -131,7 +131,6 @@ subscription_events as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( select - date_day, app_id, source_type, device, @@ -141,7 +140,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, device, @@ -151,7 +149,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, device, @@ -161,7 +158,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, device, @@ -171,7 +167,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, device, @@ -180,9 +175,8 @@ pre_reporting_grain as ( ), -- Ensuring distinct combinations of all dimensions -reporting_grain as ( +distinct_combos as ( select distinct - date_day, app_id, source_type, device, @@ -190,7 +184,7 @@ reporting_grain as ( from pre_reporting_grain ), -reporting_grain_date_join as ( +reporting_grain as ( select ds.date_day, ug.app_id, @@ -198,8 +192,7 @@ reporting_grain_date_join as ( ug.device, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join distinct_combos as ug ), -- Final aggregation using reporting grain @@ -237,7 +230,7 @@ final as ( {% endfor %} {% endif %} - from reporting_grain_date_join as rg + from reporting_grain as rg left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 32af871..7b2c4ca 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -82,7 +82,6 @@ sessions_activity as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( select - date_day, app_id, platform_version, source_type, @@ -92,7 +91,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, platform_version, source_type, @@ -102,7 +100,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, platform_version, source_type, @@ -112,7 +109,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, platform_version, source_type, @@ -122,7 +118,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, platform_version, source_type, @@ -131,9 +126,8 @@ pre_reporting_grain as ( ), -- Ensuring distinct combinations of all dimensions -reporting_grain as ( +distinct_combos as ( select distinct - date_day, app_id, platform_version, source_type, @@ -141,7 +135,7 @@ reporting_grain as ( from pre_reporting_grain ), -reporting_grain_date_join as ( +reporting_grain as ( select ds.date_day, ug.app_id, @@ -149,8 +143,7 @@ reporting_grain_date_join as ( ug.source_type, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join distinct_combos as ug ), -- Final aggregation using reporting grain @@ -174,7 +167,7 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain_date_join as rg + from reporting_grain as rg left join app_crashes as ac on rg.app_id = ac.app_id and rg.platform_version = ac.platform_version diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 6b88c65..04e3050 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -54,7 +54,6 @@ sessions_activity as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( select - date_day, app_id, source_type, source_relation @@ -63,7 +62,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, source_relation @@ -72,7 +70,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, source_relation @@ -80,24 +77,22 @@ pre_reporting_grain as ( ), -- Ensuring distinct combinations of all dimensions -reporting_grain as ( +distinct_combos as ( select distinct - date_day, app_id, source_type, source_relation from pre_reporting_grain ), -reporting_grain_date_join as ( +reporting_grain as ( select ds.date_day, ug.app_id, ug.source_type, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join distinct_combos as ug ), -- Final aggregation using reporting grain @@ -117,7 +112,7 @@ final as ( coalesce(id.installations, 0) as installations, coalesce(sa.active_devices, 0) as active_devices, coalesce(sa.sessions, 0) as sessions - from reporting_grain_date_join as rg + from reporting_grain as rg left join impressions_and_page_views as ip on rg.date_day = ip.date_day and rg.app_id = ip.app_id diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 13c1bd4..bc49118 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -92,7 +92,7 @@ pre_reporting_grain as ( ), -- Ensuring distinct combinations of all dimensions -reporting_grain as ( +distinct_combos as ( select distinct date_day, vendor_number, @@ -105,7 +105,7 @@ reporting_grain as ( from pre_reporting_grain ), -reporting_grain_date_join as ( +reporting_grain as ( select ds.date_day, ug.vendor_number, @@ -116,8 +116,7 @@ reporting_grain_date_join as ( ug.state, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join distinct_combos as ug ), -- Final aggregation using reporting grain @@ -146,7 +145,7 @@ final as ( , coalesce({{ 'se.' ~ event_column }}, 0) as {{ event_column }} {% endfor %} - from reporting_grain_date_join as rg + from reporting_grain as rg left join subscription_summary as ss on rg.vendor_number = ss.vendor_number and rg.app_apple_id = ss.app_apple_id diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index ef7f95e..cb1411d 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -76,7 +76,6 @@ country_codes as ( -- Unifying all dimension values before aggregation pre_reporting_grain as ( select - date_day, app_id, source_type, territory, @@ -86,7 +85,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, territory, @@ -96,7 +94,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, territory, @@ -106,7 +103,6 @@ pre_reporting_grain as ( union all select - date_day, app_id, source_type, territory, @@ -115,9 +111,8 @@ pre_reporting_grain as ( ), -- Ensuring distinct combinations of all dimensions -reporting_grain as ( +distinct_combos as ( select distinct - date_day, app_id, source_type, territory, @@ -125,7 +120,7 @@ reporting_grain as ( from pre_reporting_grain ), -reporting_grain_date_join as ( +reporting_grain as ( select ds.date_day, ug.app_id, @@ -133,8 +128,7 @@ reporting_grain_date_join as ( ug.territory, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join distinct_combos as ug ), -- Final aggregation using reporting grain @@ -160,7 +154,7 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain_date_join as rg + from reporting_grain as rg left join app as a on rg.app_id = a.app_id and rg.source_relation = a.source_relation From 1a1c0ea4ac5195652f1fdfc077409b2b7f967e57 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Mon, 10 Feb 2025 19:16:24 -0500 Subject: [PATCH 36/57] fix for overview report, remove prereporting logic since it's just app as grain --- models/apple_store__overview_report.sql | 58 ++----------------------- 1 file changed, 4 insertions(+), 54 deletions(-) diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index 775da14..d7c85d3 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -113,63 +113,13 @@ subscription_events as ( {% endif %} -- Unifying all dimension values before aggregation -pre_reporting_grain as ( - select - date_day, - app_id, - source_relation - from impressions_and_page_views - - union all - - select - date_day, - app_id, - source_relation - from app_crashes - - union all - - select - date_day, - app_id, - source_relation - from downloads_daily - - union all - - select - date_day, - app_id, - source_relation - from install_deletions - - union all - - select - date_day, - app_id, - source_relation - from sessions_activity -), - --- Ensuring distinct combinations of all dimensions reporting_grain as ( - select distinct - date_day, - app_id, - source_relation - from pre_reporting_grain -), - -reporting_grain_date_join as ( select ds.date_day, - ug.app_id, - ug.source_relation + app.app_id, + app.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join app as app ), -- Final aggregation using reporting grain @@ -201,7 +151,7 @@ final as ( as {{ event_column }} {% endfor %} {% endif %} - from reporting_grain_date_join as rg + from reporting_grain as rg left join impressions_and_page_views as ip on rg.app_id = ip.app_id and rg.date_day = ip.date_day From 76dd74455033fba69b002cb76df4b09d6ae22871 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 13:28:29 -0500 Subject: [PATCH 37/57] updates --- CHANGELOG.md | 2 +- DECISIONLOG.md | 2 +- README.md | 6 +++--- models/apple_store.yml | 8 -------- models/intermediate/int_apple_store__date_spine.sql | 12 ++++++------ packages.yml | 5 ----- 6 files changed, 11 insertions(+), 24 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 65049d2..084be94 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,4 @@ -# dbt_apple_store v0.5.0 +# dbt_apple_store v0.5.0-a1 ## Breaking Changes: Schema Change - Following the connector's [Nov 2024 Update](https://fivetran.com/docs/connectors/applications/apple-app-store/changelog#november2024) to sync from the [App Store Connect API](https://developer.apple.com/documentation/appstoreconnectapi), we've updated this dbt package to reflect the new schema which includes the following changes: diff --git a/DECISIONLOG.md b/DECISIONLOG.md index 7895545..0f6eabf 100644 --- a/DECISIONLOG.md +++ b/DECISIONLOG.md @@ -3,7 +3,7 @@ In creating this package, which is meant for a wide range of use cases, we had to take opinionated stances on a few different questions we came across during development. We've consolidated significant choices we made here, and will continue to update as the package evolves. ## Not including `active_devices_last_30_days` as a field -We chose not to include this metric in the end reporting models because we create the reports off of daily tables. Since we are taking the tables directly from the Apple App Store, we do not have insight into how to de-duplicate counts that would ensure devices don't get accounted for more than once over 30 days. +We chose not to include this metric in the end reporting models because we create them from daily tables directly from the Apple App Store. Therefore we do not have insight into how to de-duplicate counts that would ensure devices don't get accounted for more than once over 30 days. However, if you would like to see this field supported in the future, feel free to comment or follow this respective [Github thread](https://github.com/fivetran/dbt_apple_store/issues/33). ## Subscriptions Report This model will **not** tie out to the Apple UI's Subscriptions as there currently isn't a clear way to map the current subscription events to how Apple calculates and group their events together. [(source)](https://help.apple.com/app-store-connect/#/itc484ef82a0) \ No newline at end of file diff --git a/README.md b/README.md index bc1eab8..92b1b77 100644 --- a/README.md +++ b/README.md @@ -55,7 +55,6 @@ Include the following apple_store package version in your `packages.yml` file: packages: - package: fivetran/apple_store version: 0.5.0-a1 - # version: [">=0.5.0", "<0.6.0"] # we recommend using ranges to capture non-breaking changes automatically ``` Do NOT include the `apple_store_source` package in this file. The transformation package itself has a dependency on it and will install the source package as well. @@ -146,8 +145,9 @@ This dbt package is dependent on the following dbt packages. These dependencies ```yml packages: - - package: fivetran/apple_store_source - version: [">=0.5.0", "<0.6.0"] + - git: https://github.com/fivetran/dbt_apple_store_source.git + revision: nov_2024_schema + warn-unpinned: false - package: fivetran/fivetran_utils version: [">=0.4.0", "<0.5.0"] diff --git a/models/apple_store.yml b/models/apple_store.yml index d6f3bef..5e393a2 100644 --- a/models/apple_store.yml +++ b/models/apple_store.yml @@ -91,8 +91,6 @@ models: description: '{{ doc("total_downloads") }}' - name: active_devices description: '{{ doc("active_devices") }}' - - name: active_devices_last_30_days - description: '{{ doc("active_devices_last_30_days") }}' - name: deletions description: '{{ doc("deletions") }}' - name: installations @@ -141,8 +139,6 @@ models: description: '{{ doc("total_downloads") }}' - name: active_devices description: '{{ doc("active_devices") }}' - - name: active_devices_last_30_days - description: '{{ doc("active_devices_last_30_days") }}' - name: deletions description: '{{ doc("deletions") }}' - name: installations @@ -284,8 +280,6 @@ models: description: '{{ doc("total_downloads") }}' - name: active_devices description: '{{ doc("active_devices") }}' - - name: active_devices_last_30_days - description: '{{ doc("active_devices_last_30_days") }}' - name: deletions description: '{{ doc("deletions") }}' - name: installations @@ -320,8 +314,6 @@ models: description: '{{ doc("crashes") }}' - name: active_devices description: '{{ doc("active_devices") }}' - - name: active_devices_last_30_days - description: '{{ doc("active_devices_last_30_days") }}' - name: deletions description: '{{ doc("deletions") }}' - name: installations diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index 61002ad..4ecefae 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -13,15 +13,15 @@ with spine as ( select min(date_day) as min_date_day from ( - select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} + select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} union all - select date_day from {{ ref('stg_apple_store__app_crash_daily') }} + select min(date_day) as date_day from {{ ref('stg_apple_store__app_crash_daily') }} union all - select date_day from {{ ref('stg_apple_store__app_store_download_daily') }} + select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_download_daily') }} union all - select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} + select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} union all - select date_day from {{ ref('stg_apple_store__app_session_daily') }} + select min(date_day) as date_day from {{ ref('stg_apple_store__app_session_daily') }} ) as all_dates {% endset %} @@ -29,7 +29,7 @@ with spine as ( {%- set first_date = dbt_utils.get_single_value(first_date_query) %} {% else %} -{%- set first_date = '2024-11-01' %} +{%- set first_date = '2024-01-01' %} {% endif %} diff --git a/packages.yml b/packages.yml index a587864..b7f97f5 100644 --- a/packages.yml +++ b/packages.yml @@ -1,9 +1,4 @@ packages: -# - package: fivetran/apple_store_source -# version: [">=0.5.0", "<0.6.0"] - -# - local: ../../dbt_apple_store_source - - git: https://github.com/fivetran/dbt_apple_store_source.git revision: nov_2024_schema warn-unpinned: false \ No newline at end of file From b153019b224409cf122e03efb3cc0efe996b62d1 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 14:12:13 -0500 Subject: [PATCH 38/57] make int models for reporting grain --- dbt_project.yml | 4 +- models/apple_store__app_version_report.sql | 47 +---- models/apple_store__device_report.sql | 58 +----- .../apple_store__platform_version_report.sql | 58 +----- models/apple_store__source_type_report.sql | 35 +--- models/apple_store__subscription_report.sql | 43 +---- models/apple_store__territory_report.sql | 49 +---- .../int_apple_store__app_version_report.sql | 73 ++++++++ .../int_apple_store__device_report.sql | 169 ++++++++++++++++++ ...t_apple_store__platform_version_report.sql | 120 +++++++++++++ .../int_apple_store__source_type_report.sql | 70 ++++++++ .../int_apple_store__subscription_report.sql | 96 ++++++++++ .../int_apple_store__territory_report.sql | 105 +++++++++++ 13 files changed, 660 insertions(+), 267 deletions(-) create mode 100644 models/intermediate/reporting_grain/int_apple_store__app_version_report.sql create mode 100644 models/intermediate/reporting_grain/int_apple_store__device_report.sql create mode 100644 models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql create mode 100644 models/intermediate/reporting_grain/int_apple_store__source_type_report.sql create mode 100644 models/intermediate/reporting_grain/int_apple_store__subscription_report.sql create mode 100644 models/intermediate/reporting_grain/int_apple_store__territory_report.sql diff --git a/dbt_project.yml b/dbt_project.yml index 200dfc5..415bd66 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -23,5 +23,7 @@ models: apple_store: materialized: table +schema: apple_store - intermediate: + intermediate: +materialized: ephemeral + reporting_grain: + +materialized: table diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index cafc712..808363a 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -50,49 +50,13 @@ sessions_activity as ( group by 1,2,3,4,5 ), --- Unifying all dimension values before aggregation +-- Ensuring distinct combinations of all dimensions pre_reporting_grain as ( - select - date_day, - app_id, - app_version, - source_type, - source_relation - from app_crashes - - union all - - select - date_day, - app_id, - app_version, - source_type, - source_relation - from install_deletions - - union all - - select - date_day, - app_id, - app_version, - source_type, - source_relation - from sessions_activity + select * + from {{ ref('int_apple_store__app_version_report') }} ), --- Ensuring distinct combinations of all dimensions reporting_grain as ( - select distinct - date_day, - app_id, - app_version, - source_type, - source_relation - from pre_reporting_grain -), - -reporting_grain_date_join as ( select ds.date_day, ug.app_id, @@ -100,8 +64,7 @@ reporting_grain_date_join as ( ug.source_type, ug.source_relation from date_spine as ds - left join reporting_grain as ug - on ds.date_day = ug.date_day + cross join pre_reporting_grain as ug ), -- Final aggregation using reporting grain @@ -118,7 +81,7 @@ final as ( coalesce(id.deletions, 0) as deletions, coalesce(id.installations, 0) as installations, coalesce(sa.sessions, 0) as sessions - from reporting_grain_date_join as rg + from reporting_grain as rg left join app_crashes as ac on rg.date_day = ac.date_day and rg.app_id = ac.app_id diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index df3b78e..d4ebba4 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -128,60 +128,10 @@ subscription_events as ( {% endif %} --- Unifying all dimension values before aggregation -pre_reporting_grain as ( - select - app_id, - source_type, - device, - source_relation - from impressions_and_page_views - - union all - - select - app_id, - source_type, - device, - source_relation - from downloads_daily - - union all - - select - app_id, - source_type, - device, - source_relation - from install_deletions - - union all - - select - app_id, - source_type, - device, - source_relation - from sessions_activity - - union all - - select - app_id, - source_type, - device, - source_relation - from app_crashes -), - -- Ensuring distinct combinations of all dimensions -distinct_combos as ( - select distinct - app_id, - source_type, - device, - source_relation - from pre_reporting_grain +pre_reporting_grain as ( + select * + from {{ ref('int_apple_store__device_report') }} ), reporting_grain as ( @@ -192,7 +142,7 @@ reporting_grain as ( ug.device, ug.source_relation from date_spine as ds - cross join distinct_combos as ug + cross join pre_reporting_grain as ug ), -- Final aggregation using reporting grain diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 7b2c4ca..da95f66 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -79,60 +79,10 @@ sessions_activity as ( group by 1,2,3,4,5 ), --- Unifying all dimension values before aggregation -pre_reporting_grain as ( - select - app_id, - platform_version, - source_type, - source_relation - from app_crashes - - union all - - select - app_id, - platform_version, - source_type, - source_relation - from impressions_and_page_views - - union all - - select - app_id, - platform_version, - source_type, - source_relation - from downloads_daily - - union all - - select - app_id, - platform_version, - source_type, - source_relation - from install_deletions - - union all - - select - app_id, - platform_version, - source_type, - source_relation - from sessions_activity -), - -- Ensuring distinct combinations of all dimensions -distinct_combos as ( - select distinct - app_id, - platform_version, - source_type, - source_relation - from pre_reporting_grain +pre_reporting_grain as ( + select * + from {{ ref('int_apple_store__platform_version_report') }} ), reporting_grain as ( @@ -143,7 +93,7 @@ reporting_grain as ( ug.source_type, ug.source_relation from date_spine as ds - cross join distinct_combos as ug + cross join pre_reporting_grain ug ), -- Final aggregation using reporting grain diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 04e3050..c312df9 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -51,38 +51,9 @@ sessions_activity as ( group by 1,2,3,4 ), --- Unifying all dimension values before aggregation pre_reporting_grain as ( - select - app_id, - source_type, - source_relation - from impressions_and_page_views - - union all - - select - app_id, - source_type, - source_relation - from install_deletions - - union all - - select - app_id, - source_type, - source_relation - from sessions_activity -), - --- Ensuring distinct combinations of all dimensions -distinct_combos as ( - select distinct - app_id, - source_type, - source_relation - from pre_reporting_grain + select * + from {{ ref('int_apple_store__source_type_report') }} ), reporting_grain as ( @@ -92,7 +63,7 @@ reporting_grain as ( ug.source_type, ug.source_relation from date_spine as ds - cross join distinct_combos as ug + cross join pre_reporting_grain as ug ), -- Final aggregation using reporting grain diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index bc49118..56cb9bc 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -64,45 +64,10 @@ country_codes as ( from {{ var('apple_store_country_codes') }} ), --- Unifying all dimension values before aggregation -pre_reporting_grain as ( - select - date_day, - vendor_number, - app_apple_id, - app_name, - subscription_name, - country, - state, - source_relation - from subscription_summary - - union all - - select - date_day, - vendor_number, - app_apple_id, - app_name, - subscription_name, - country, - state, - source_relation - from subscription_events -), - -- Ensuring distinct combinations of all dimensions -distinct_combos as ( - select distinct - date_day, - vendor_number, - app_apple_id, - app_name, - subscription_name, - country, - state, - source_relation - from pre_reporting_grain +pre_reporting_grain as ( + select * + from {{ ref('int_apple_store__subscription_report') }} ), reporting_grain as ( @@ -116,7 +81,7 @@ reporting_grain as ( ug.state, ug.source_relation from date_spine as ds - cross join distinct_combos as ug + cross join pre_reporting_grain as ug ), -- Final aggregation using reporting grain diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index cb1411d..d0bd28e 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -73,51 +73,10 @@ country_codes as ( from {{ var('apple_store_country_codes') }} ), --- Unifying all dimension values before aggregation -pre_reporting_grain as ( - select - app_id, - source_type, - territory, - source_relation - from impressions_and_page_views - - union all - - select - app_id, - source_type, - territory, - source_relation - from downloads_daily - - union all - - select - app_id, - source_type, - territory, - source_relation - from install_deletions - - union all - - select - app_id, - source_type, - territory, - source_relation - from sessions_activity -), - -- Ensuring distinct combinations of all dimensions -distinct_combos as ( - select distinct - app_id, - source_type, - territory, - source_relation - from pre_reporting_grain +pre_reporting_grain as ( + select * + from {{ ref('int_apple_store__territory_report') }} ), reporting_grain as ( @@ -128,7 +87,7 @@ reporting_grain as ( ug.territory, ug.source_relation from date_spine as ds - cross join distinct_combos as ug + cross join pre_reporting_grain as ug ), -- Final aggregation using reporting grain diff --git a/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql new file mode 100644 index 0000000..70088af --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql @@ -0,0 +1,73 @@ +with app_crashes as ( + select + app_id, + app_version, + date_day, + source_type, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3,4,5 +), + +install_deletions as ( + select + app_id, + app_version, + date_day, + source_type, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + group by 1,2,3,4,5 +), + +sessions_activity as ( + select + date_day, + app_id, + app_version, + source_type, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices + from {{ ref('int_apple_store__session_daily') }} + group by 1,2,3,4,5 +), + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + app_id, + app_version, + source_type, + source_relation + from app_crashes + + union all + + select + app_id, + app_version, + source_type, + source_relation + from install_deletions + + union all + + select + app_id, + app_version, + source_type, + source_relation + from sessions_activity +) + +-- Ensuring distinct combinations of all dimensions +select distinct + app_id, + app_version, + source_type, + source_relation +from pre_reporting_grain diff --git a/models/intermediate/reporting_grain/int_apple_store__device_report.sql b/models/intermediate/reporting_grain/int_apple_store__device_report.sql new file mode 100644 index 0000000..b7e0fc9 --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__device_report.sql @@ -0,0 +1,169 @@ +with impressions_and_page_views as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + {{ dbt_utils.group_by(5) }} +), + +downloads_daily as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__download_daily') }} + {{ dbt_utils.group_by(5) }} +), + +install_deletions as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + {{ dbt_utils.group_by(5) }} +), + +sessions_activity as ( + select + app_id, + date_day, + source_type, + device, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices + from {{ ref('int_apple_store__session_daily') }} + {{ dbt_utils.group_by(5) }} +), + +app_crashes as ( + select + app_id, + date_day, + device, + source_type, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + {{ dbt_utils.group_by(5) }} +), + +{% if var('apple_store__using_subscriptions', False) %} +subscription_summary as ( + + select + app_name, + date_day, + device, + source_type, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions + from {{ var('sales_subscription_summary') }} + {{ dbt_utils.group_by(5) }} +), + +subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) +), + +subscription_events as ( + + select + app_name, + date_day, + device, + source_type, + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(5) }} +), + +{% endif %} + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + app_id, + source_type, + device, + source_relation + from impressions_and_page_views + + union all + + select + app_id, + source_type, + device, + source_relation + from downloads_daily + + union all + + select + app_id, + source_type, + device, + source_relation + from install_deletions + + union all + + select + app_id, + source_type, + device, + source_relation + from sessions_activity + + union all + + select + app_id, + source_type, + device, + source_relation + from app_crashes +) + +-- Ensuring distinct combinations of all dimensions +select distinct + app_id, + source_type, + device, + source_relation +from pre_reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql new file mode 100644 index 0000000..2c240a1 --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql @@ -0,0 +1,120 @@ +with app_crashes as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(crashes) as crashes + from {{ var('app_crash_daily') }} + group by 1,2,3,4,5 +), + +impressions_and_page_views as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + group by 1,2,3,4,5 +), + +downloads_daily as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__download_daily') }} + group by 1,2,3,4,5 +), + +install_deletions as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + group by 1,2,3,4,5 +), + +sessions_activity as ( + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices + from {{ ref('int_apple_store__session_daily') }} + group by 1,2,3,4,5 +), + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + app_id, + platform_version, + source_type, + source_relation + from app_crashes + + union all + + select + app_id, + platform_version, + source_type, + source_relation + from impressions_and_page_views + + union all + + select + app_id, + platform_version, + source_type, + source_relation + from downloads_daily + + union all + + select + app_id, + platform_version, + source_type, + source_relation + from install_deletions + + union all + + select + app_id, + platform_version, + source_type, + source_relation + from sessions_activity +) + +-- Ensuring distinct combinations of all dimensions +select distinct + app_id, + platform_version, + source_type, + source_relation +from pre_reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql new file mode 100644 index 0000000..4a33029 --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql @@ -0,0 +1,70 @@ +with impressions_and_page_views as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(impressions) as impressions, + sum(page_views) as page_views + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + group by 1,2,3,4 +), + +install_deletions as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads, + sum(deletions) as deletions, + sum(installations) as installations + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + group by 1,2,3,4 +), + +sessions_activity as ( + select + date_day, + app_id, + source_type, + source_relation, + sum(active_devices) as active_devices, + sum(sessions) as sessions + from {{ ref('int_apple_store__session_daily') }} + group by 1,2,3,4 +), + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + app_id, + source_type, + source_relation + from impressions_and_page_views + + union all + + select + app_id, + source_type, + source_relation + from install_deletions + + union all + + select + app_id, + source_type, + source_relation + from sessions_activity +) + +-- Ensuring distinct combinations of all dimensions +select distinct + app_id, + source_type, + source_relation +from pre_reporting_grain diff --git a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql new file mode 100644 index 0000000..fd09d55 --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql @@ -0,0 +1,96 @@ +with subscription_summary as ( + + select + vendor_number, + app_apple_id, + app_name, + date_day, + subscription_name, + country, + state, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions + from {{ var('sales_subscription_summary') }} + {{ dbt_utils.group_by(8) }} +), + +subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) +), + +subscription_events as ( + + select + vendor_number, + app_apple_id, + app_name, + date_day, + subscription_name, + country, + state, + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(8) }} +), + +country_codes as ( + + select * + from {{ var('apple_store_country_codes') }} +), + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation + from subscription_summary + + union all + + select + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation + from subscription_events +) + +-- Ensuring distinct combinations of all dimensions +select distinct + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation +from pre_reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__territory_report.sql b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql new file mode 100644 index 0000000..57ed593 --- /dev/null +++ b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql @@ -0,0 +1,105 @@ +with impressions_and_page_views as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + group by 1,2,3,4,5 +), + +downloads_daily as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__download_daily') }} + group by 1,2,3,4,5 +), + +install_deletions as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + group by 1,2,3,4,5 +), + +sessions_activity as ( + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices + from {{ ref('int_apple_store__session_daily') }} + group by 1,2,3,4,5 +), + +country_codes as ( + + select * + from {{ var('apple_store_country_codes') }} +), + +-- Unifying all dimension values before aggregation +pre_reporting_grain as ( + select + app_id, + source_type, + territory, + source_relation + from impressions_and_page_views + + union all + + select + app_id, + source_type, + territory, + source_relation + from downloads_daily + + union all + + select + app_id, + source_type, + territory, + source_relation + from install_deletions + + union all + + select + app_id, + source_type, + territory, + source_relation + from sessions_activity +) + +-- Ensuring distinct combinations of all dimensions +select distinct + app_id, + source_type, + territory, + source_relation +from pre_reporting_grain \ No newline at end of file From 964b8a3803e15a96d5b82ba2de940b7607b130e9 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 15:01:02 -0500 Subject: [PATCH 39/57] modulate CTEs into int models --- integration_tests/ci/sample.profiles.yml | 10 +- integration_tests/dbt_project.yml | 2 +- models/apple_store__app_version_report.sql | 35 +----- models/apple_store__device_report.sql | 104 +++--------------- .../apple_store__platform_version_report.sql | 62 ++--------- models/apple_store__source_type_report.sql | 36 +----- models/apple_store__subscription_report.sql | 50 +-------- models/apple_store__territory_report.sql | 51 ++------- ...t_apple_store__app_version_app_crashes.sql | 9 ++ ...e_store__app_version_install_deletions.sql | 10 ++ ...e_store__app_version_sessions_activity.sql | 10 ++ .../int_apple_store__device_app_crashes.sql | 9 ++ ...nt_apple_store__device_downloads_daily.sql | 11 ++ ...e_store__device_impressions_page_views.sql | 12 ++ ..._apple_store__device_install_deletions.sql | 10 ++ ..._apple_store__device_sessions_activity.sql | 10 ++ ...pple_store__device_subscription_events.sql | 34 ++++++ ...ple_store__device_subscription_summary.sql | 14 +++ ...le_store__platform_version_app_crashes.sql | 9 ++ ...tore__platform_version_downloads_daily.sql | 11 ++ ...store__platform_version_impressions_pv.sql | 12 ++ ...re__platform_version_install_deletions.sql | 10 ++ ...re__platform_version_sessions_activity.sql | 10 ++ .../int_apple_store__app_version_report.sql | 35 +----- .../int_apple_store__device_report.sql | 104 +++--------------- ...t_apple_store__platform_version_report.sql | 62 ++--------- .../int_apple_store__source_type_report.sql | 36 +----- .../int_apple_store__subscription_report.sql | 52 +-------- .../int_apple_store__territory_report.sql | 51 ++------- ...re__source_type_impressions_page_views.sql | 9 ++ ...e_store__source_type_install_deletions.sql | 12 ++ ...e_store__source_type_sessions_activity.sql | 9 ++ .../int_apple_store__subscription_events.sql | 37 +++++++ .../int_apple_store__subscription_summary.sql | 17 +++ ...apple_store__territory_downloads_daily.sql | 11 ++ ...tore__territory_impressions_page_views.sql | 12 ++ ...ple_store__territory_install_deletions.sql | 10 ++ ...ple_store__territory_sessions_activity.sql | 10 ++ 38 files changed, 410 insertions(+), 588 deletions(-) create mode 100644 models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql create mode 100644 models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql create mode 100644 models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_app_crashes.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_downloads_daily.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_install_deletions.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_sessions_activity.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_subscription_events.sql create mode 100644 models/intermediate/device_report/int_apple_store__device_subscription_summary.sql create mode 100644 models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql create mode 100644 models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql create mode 100644 models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql create mode 100644 models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql create mode 100644 models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql create mode 100644 models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql create mode 100644 models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql create mode 100644 models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql create mode 100644 models/intermediate/subscription/int_apple_store__subscription_events.sql create mode 100644 models/intermediate/subscription/int_apple_store__subscription_summary.sql create mode 100644 models/intermediate/territory/int_apple_store__territory_downloads_daily.sql create mode 100644 models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql create mode 100644 models/intermediate/territory/int_apple_store__territory_install_deletions.sql create mode 100644 models/intermediate/territory/int_apple_store__territory_sessions_activity.sql diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index b910aee..4027536 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_11 + schema: apple_store_integration_tests_12 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_11 + schema: apple_store_integration_tests_12 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_11 + schema: apple_store_integration_tests_12 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_11 + schema: apple_store_integration_tests_12 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_11 + schema: apple_store_integration_tests_12 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index e89261d..953bdfc 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_11 + apple_store_schema: apple_store_integration_tests_12 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index 808363a..d26afb0 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -13,41 +13,18 @@ app as ( ), app_crashes as ( - select - app_id, - app_version, - date_day, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_app_crashes') }} ), install_deletions as ( - select - app_id, - app_version, - date_day, - source_type, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_install_deletions') }} ), sessions_activity as ( - select - date_day, - app_id, - app_version, - source_type, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_sessions_activity') }} ), -- Ensuring distinct combinations of all dimensions diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index d4ebba4..26104c3 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -13,117 +13,39 @@ app as ( ), impressions_and_page_views as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_impressions_page_views') }} ), downloads_daily as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_downloads_daily') }} ), install_deletions as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_install_deletions') }} ), sessions_activity as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_sessions_activity') }} ), app_crashes as ( - select - app_id, - date_day, - device, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_app_crashes') }} ), {% if var('apple_store__using_subscriptions', False) %} subscription_summary as ( - - select - app_name, - date_day, - device, - source_type, - source_relation, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(5) }} -), - -subscription_events_filtered as ( - select * - from {{ var('sales_subscription_events') }} - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) + from {{ ref('int_apple_store__device_subscription_summary') }} ), subscription_events as ( - - select - app_name, - date_day, - device, - source_type, - source_relation - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from subscription_events_filtered - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_subscription_events') }} ), {% endif %} diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index da95f66..0c24e58 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -13,70 +13,28 @@ app as ( ), app_crashes as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_app_crashes') }} ), impressions_and_page_views as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_impressions_pv') }} ), downloads_daily as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_downloads_daily') }} ), install_deletions as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_install_deletions') }} ), sessions_activity as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_sessions_activity') }} ), -- Ensuring distinct combinations of all dimensions diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index c312df9..7d9bcd1 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -13,42 +13,18 @@ app as ( ), impressions_and_page_views as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(impressions) as impressions, - sum(page_views) as page_views - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_impressions_page_views') }} ), install_deletions as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads, - sum(deletions) as deletions, - sum(installations) as installations - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_install_deletions') }} ), sessions_activity as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(active_devices) as active_devices, - sum(sessions) as sessions - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_sessions_activity') }} ), pre_reporting_grain as ( diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 56cb9bc..0e91ba5 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -7,55 +7,13 @@ with date_spine as ( ), subscription_summary as ( - - select - vendor_number, - app_apple_id, - app_name, - date_day, - subscription_name, - country, - state, - source_relation, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(8) }} -), - -subscription_events_filtered as ( - - select * - from {{ var('sales_subscription_events') }} - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) + select * + from {{ ref('int_apple_store__subscription_summary') }} ), subscription_events as ( - - select - vendor_number, - app_apple_id, - app_name, - date_day, - subscription_name, - country, - state, - source_relation - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from subscription_events_filtered - {{ dbt_utils.group_by(8) }} + select * + from {{ ref('int_apple_store__subscription_events') }} ), country_codes as ( diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index d0bd28e..22ad7c1 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -13,58 +13,23 @@ app as ( ), impressions_and_page_views as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_impressions_page_views') }} ), downloads_daily as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_downloads_daily') }} ), install_deletions as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_install_deletions') }} ), sessions_activity as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_sessions_activity') }} ), country_codes as ( diff --git a/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql b/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql new file mode 100644 index 0000000..709ba88 --- /dev/null +++ b/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql @@ -0,0 +1,9 @@ +select + app_id, + app_version, + date_day, + source_type, + source_relation, + sum(crashes) as crashes +from {{ var('app_crash_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql b/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql new file mode 100644 index 0000000..a0e1bf7 --- /dev/null +++ b/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql @@ -0,0 +1,10 @@ +select + app_id, + app_version, + date_day, + source_type, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions +from {{ ref('int_apple_store__installation_and_deletion_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql b/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql new file mode 100644 index 0000000..7284605 --- /dev/null +++ b/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql @@ -0,0 +1,10 @@ +select + date_day, + app_id, + app_version, + source_type, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices +from {{ ref('int_apple_store__session_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_app_crashes.sql b/models/intermediate/device_report/int_apple_store__device_app_crashes.sql new file mode 100644 index 0000000..6bd5a03 --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_app_crashes.sql @@ -0,0 +1,9 @@ +select + app_id, + date_day, + device, + source_type, + source_relation, + sum(crashes) as crashes +from {{ var('app_crash_daily') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql b/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql new file mode 100644 index 0000000..a0b4e7a --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql @@ -0,0 +1,11 @@ +select + app_id, + date_day, + source_type, + device, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads +from {{ ref('int_apple_store__download_daily') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql b/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql new file mode 100644 index 0000000..7b166cb --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql @@ -0,0 +1,12 @@ +select + app_id, + date_day, + source_type, + device, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device +from {{ ref('int_apple_store__discovery_and_engagement_daily') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_install_deletions.sql b/models/intermediate/device_report/int_apple_store__device_install_deletions.sql new file mode 100644 index 0000000..1edd42a --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_install_deletions.sql @@ -0,0 +1,10 @@ +select + app_id, + date_day, + source_type, + device, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions +from {{ ref('int_apple_store__installation_and_deletion_daily') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql b/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql new file mode 100644 index 0000000..f088404 --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql @@ -0,0 +1,10 @@ +select + app_id, + date_day, + source_type, + device, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices +from {{ ref('int_apple_store__session_daily') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_subscription_events.sql b/models/intermediate/device_report/int_apple_store__device_subscription_events.sql new file mode 100644 index 0000000..827f1ca --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_subscription_events.sql @@ -0,0 +1,34 @@ +{{ config(enabled=var('apple_store__using_subscriptions', False)) }} + +with subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) +), + +subscription_events as ( + + select + app_name, + date_day, + device, + source_type, + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(5) }} +) + +select * +from subscription_events \ No newline at end of file diff --git a/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql b/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql new file mode 100644 index 0000000..2d1337d --- /dev/null +++ b/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql @@ -0,0 +1,14 @@ +{{ config(enabled=var('apple_store__using_subscriptions', False)) }} + +select + app_name, + date_day, + device, + source_type, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions +from {{ var('sales_subscription_summary') }} +{{ dbt_utils.group_by(5) }} \ No newline at end of file diff --git a/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql b/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql new file mode 100644 index 0000000..187e370 --- /dev/null +++ b/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql @@ -0,0 +1,9 @@ +select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(crashes) as crashes +from {{ var('app_crash_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql b/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql new file mode 100644 index 0000000..81c7600 --- /dev/null +++ b/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql @@ -0,0 +1,11 @@ + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads + from {{ ref('int_apple_store__download_daily') }} + group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql b/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql new file mode 100644 index 0000000..fd64fb6 --- /dev/null +++ b/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql @@ -0,0 +1,12 @@ + select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device + from {{ ref('int_apple_store__discovery_and_engagement_daily') }} + group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql b/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql new file mode 100644 index 0000000..1786e9d --- /dev/null +++ b/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql @@ -0,0 +1,10 @@ +select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions +from {{ ref('int_apple_store__installation_and_deletion_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql b/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql new file mode 100644 index 0000000..9324b4b --- /dev/null +++ b/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql @@ -0,0 +1,10 @@ +select + app_id, + platform_version, + date_day, + source_type, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices +from {{ ref('int_apple_store__session_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql index 70088af..30d2c95 100644 --- a/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql @@ -1,39 +1,16 @@ with app_crashes as ( - select - app_id, - app_version, - date_day, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_app_crashes') }} ), install_deletions as ( - select - app_id, - app_version, - date_day, - source_type, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_install_deletions') }} ), sessions_activity as ( - select - date_day, - app_id, - app_version, - source_type, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__app_version_sessions_activity') }} ), -- Unifying all dimension values before aggregation diff --git a/models/intermediate/reporting_grain/int_apple_store__device_report.sql b/models/intermediate/reporting_grain/int_apple_store__device_report.sql index b7e0fc9..0f108c8 100644 --- a/models/intermediate/reporting_grain/int_apple_store__device_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__device_report.sql @@ -1,115 +1,37 @@ with impressions_and_page_views as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_impressions_page_views') }} ), downloads_daily as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_downloads_daily') }} ), install_deletions as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_install_deletions') }} ), sessions_activity as ( - select - app_id, - date_day, - source_type, - device, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_sessions_activity') }} ), app_crashes as ( - select - app_id, - date_day, - device, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_app_crashes') }} ), {% if var('apple_store__using_subscriptions', False) %} subscription_summary as ( - - select - app_name, - date_day, - device, - source_type, - source_relation, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(5) }} -), - -subscription_events_filtered as ( - select * - from {{ var('sales_subscription_events') }} - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) + from {{ ref('int_apple_store__device_subscription_summary') }} ), subscription_events as ( - - select - app_name, - date_day, - device, - source_type, - source_relation - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from subscription_events_filtered - {{ dbt_utils.group_by(5) }} + select * + from {{ ref('int_apple_store__device_subscription_events') }} ), {% endif %} diff --git a/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql index 2c240a1..8fba888 100644 --- a/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql @@ -1,68 +1,26 @@ with app_crashes as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(crashes) as crashes - from {{ var('app_crash_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_app_crashes') }} ), impressions_and_page_views as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_impressions_pv') }} ), downloads_daily as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_downloads_daily') }} ), install_deletions as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_install_deletions') }} ), sessions_activity as ( - select - app_id, - platform_version, - date_day, - source_type, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__platform_version_sessions_activity') }} ), -- Unifying all dimension values before aggregation diff --git a/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql index 4a33029..dd532e4 100644 --- a/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql @@ -1,40 +1,16 @@ with impressions_and_page_views as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(impressions) as impressions, - sum(page_views) as page_views - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_impressions_page_views') }} ), install_deletions as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads, - sum(deletions) as deletions, - sum(installations) as installations - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_install_deletions') }} ), sessions_activity as ( - select - date_day, - app_id, - source_type, - source_relation, - sum(active_devices) as active_devices, - sum(sessions) as sessions - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4 + select * + from {{ ref('int_apple_store__source_type_sessions_activity') }} ), -- Unifying all dimension values before aggregation diff --git a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql index fd09d55..358b52c 100644 --- a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql @@ -1,53 +1,13 @@ -with subscription_summary as ( - - select - vendor_number, - app_apple_id, - app_name, - date_day, - subscription_name, - country, - state, - source_relation, - sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, - sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, - sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, - sum(active_standard_price_subscriptions) as active_standard_price_subscriptions - from {{ var('sales_subscription_summary') }} - {{ dbt_utils.group_by(8) }} -), +{{ config(enabled=var('apple_store__using_subscriptions', False)) }} -subscription_events_filtered as ( - - select * - from {{ var('sales_subscription_events') }} - where lower(event) - in ( - {% for event_val in var('apple_store__subscription_events') %} - {% if loop.index0 != 0 %} - , - {% endif %} - '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' - {% endfor %} - ) +with subscription_summary as ( + select * + from {{ ref('int_apple_store__subscription_summary') }} ), subscription_events as ( - - select - vendor_number, - app_apple_id, - app_name, - date_day, - subscription_name, - country, - state, - source_relation - {% for event_val in var('apple_store__subscription_events') %} - , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} - {% endfor %} - from subscription_events_filtered - {{ dbt_utils.group_by(8) }} + select * + from {{ ref('int_apple_store__subscription_events') }} ), country_codes as ( diff --git a/models/intermediate/reporting_grain/int_apple_store__territory_report.sql b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql index 57ed593..679eed0 100644 --- a/models/intermediate/reporting_grain/int_apple_store__territory_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql @@ -1,56 +1,21 @@ with impressions_and_page_views as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(impressions) as impressions, - sum(impressions_unique_device) as impressions_unique_device, - sum(page_views) as page_views, - sum(page_views_unique_device) as page_views_unique_device - from {{ ref('int_apple_store__discovery_and_engagement_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_impressions_page_views') }} ), downloads_daily as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(first_time_downloads) as first_time_downloads, - sum(redownloads) as redownloads, - sum(total_downloads) as total_downloads - from {{ ref('int_apple_store__download_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_downloads_daily') }} ), install_deletions as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(installations) as installations, - sum(deletions) as deletions - from {{ ref('int_apple_store__installation_and_deletion_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_install_deletions') }} ), sessions_activity as ( - select - app_id, - date_day, - source_type, - territory, - source_relation, - sum(sessions) as sessions, - sum(active_devices) as active_devices - from {{ ref('int_apple_store__session_daily') }} - group by 1,2,3,4,5 + select * + from {{ ref('int_apple_store__territory_sessions_activity') }} ), country_codes as ( diff --git a/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql b/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql new file mode 100644 index 0000000..2239fb0 --- /dev/null +++ b/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql @@ -0,0 +1,9 @@ +select + date_day, + app_id, + source_type, + source_relation, + sum(impressions) as impressions, + sum(page_views) as page_views +from {{ ref('int_apple_store__discovery_and_engagement_daily') }} +group by 1,2,3,4 \ No newline at end of file diff --git a/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql b/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql new file mode 100644 index 0000000..dd8d056 --- /dev/null +++ b/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql @@ -0,0 +1,12 @@ +select + date_day, + app_id, + source_type, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads, + sum(deletions) as deletions, + sum(installations) as installations +from {{ ref('int_apple_store__installation_and_deletion_daily') }} +group by 1,2,3,4 \ No newline at end of file diff --git a/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql b/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql new file mode 100644 index 0000000..a201f8b --- /dev/null +++ b/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql @@ -0,0 +1,9 @@ +select + date_day, + app_id, + source_type, + source_relation, + sum(active_devices) as active_devices, + sum(sessions) as sessions +from {{ ref('int_apple_store__session_daily') }} +group by 1,2,3,4 \ No newline at end of file diff --git a/models/intermediate/subscription/int_apple_store__subscription_events.sql b/models/intermediate/subscription/int_apple_store__subscription_events.sql new file mode 100644 index 0000000..b7a9813 --- /dev/null +++ b/models/intermediate/subscription/int_apple_store__subscription_events.sql @@ -0,0 +1,37 @@ +{{ config(enabled=var('apple_store__using_subscriptions', False)) }} + +with subscription_events_filtered as ( + + select * + from {{ var('sales_subscription_events') }} + where lower(event) + in ( + {% for event_val in var('apple_store__subscription_events') %} + {% if loop.index0 != 0 %} + , + {% endif %} + '{{ var("apple_store__subscription_events")[loop.index0] | trim | lower }}' + {% endfor %} + ) +), + +subscription_events as ( + + select + vendor_number, + app_apple_id, + app_name, + date_day, + subscription_name, + country, + state, + source_relation + {% for event_val in var('apple_store__subscription_events') %} + , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }} + {% endfor %} + from subscription_events_filtered + {{ dbt_utils.group_by(8) }} +) + +select * +from subscription_events \ No newline at end of file diff --git a/models/intermediate/subscription/int_apple_store__subscription_summary.sql b/models/intermediate/subscription/int_apple_store__subscription_summary.sql new file mode 100644 index 0000000..7413a89 --- /dev/null +++ b/models/intermediate/subscription/int_apple_store__subscription_summary.sql @@ -0,0 +1,17 @@ +{{ config(enabled=var('apple_store__using_subscriptions', False)) }} + +select + vendor_number, + app_apple_id, + app_name, + date_day, + subscription_name, + country, + state, + source_relation, + sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions, + sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions, + sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions, + sum(active_standard_price_subscriptions) as active_standard_price_subscriptions +from {{ var('sales_subscription_summary') }} +{{ dbt_utils.group_by(8) }} \ No newline at end of file diff --git a/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql b/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql new file mode 100644 index 0000000..fc4af2c --- /dev/null +++ b/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql @@ -0,0 +1,11 @@ +select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(first_time_downloads) as first_time_downloads, + sum(redownloads) as redownloads, + sum(total_downloads) as total_downloads +from {{ ref('int_apple_store__download_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql b/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql new file mode 100644 index 0000000..b135f9b --- /dev/null +++ b/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql @@ -0,0 +1,12 @@ +select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(impressions) as impressions, + sum(impressions_unique_device) as impressions_unique_device, + sum(page_views) as page_views, + sum(page_views_unique_device) as page_views_unique_device +from {{ ref('int_apple_store__discovery_and_engagement_daily') }} +group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/territory/int_apple_store__territory_install_deletions.sql b/models/intermediate/territory/int_apple_store__territory_install_deletions.sql new file mode 100644 index 0000000..f3e2548 --- /dev/null +++ b/models/intermediate/territory/int_apple_store__territory_install_deletions.sql @@ -0,0 +1,10 @@ + select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(installations) as installations, + sum(deletions) as deletions + from {{ ref('int_apple_store__installation_and_deletion_daily') }} + group by 1,2,3,4,5 \ No newline at end of file diff --git a/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql b/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql new file mode 100644 index 0000000..0940152 --- /dev/null +++ b/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql @@ -0,0 +1,10 @@ +select + app_id, + date_day, + source_type, + territory, + source_relation, + sum(sessions) as sessions, + sum(active_devices) as active_devices +from {{ ref('int_apple_store__session_daily') }} +group by 1,2,3,4,5 \ No newline at end of file From 5f3333e9ed12a63b9874547d2bc86e0d22f9b3db Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 16:06:56 -0500 Subject: [PATCH 40/57] updates --- CHANGELOG.md | 4 +- README.md | 5 +- models/apple_store__app_version_report.sql | 22 +-------- models/apple_store__device_report.sql | 22 +-------- models/apple_store__overview_report.sql | 16 ++---- .../apple_store__platform_version_report.sql | 22 +-------- models/apple_store__source_type_report.sql | 22 ++------- models/apple_store__subscription_report.sql | 25 +--------- models/apple_store__territory_report.sql | 22 +-------- .../int_apple_store__date_spine.sql | 2 +- .../overview/int_apple_store__overview.sql | 25 ++++++++++ .../int_apple_store__app_version_report.sql | 38 +++++++++++--- .../int_apple_store__device_report.sql | 38 +++++++++++--- ...t_apple_store__platform_version_report.sql | 38 +++++++++++--- .../int_apple_store__source_type_report.sql | 35 ++++++++++--- .../int_apple_store__subscription_report.sql | 49 ++++++++++++++----- .../int_apple_store__territory_report.sql | 30 ++++++++++-- 17 files changed, 228 insertions(+), 187 deletions(-) create mode 100644 models/intermediate/overview/int_apple_store__overview.sql diff --git a/CHANGELOG.md b/CHANGELOG.md index 084be94..03db1ef 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,8 +5,8 @@ # Breaking Changes - The `account_id` and `account_name` fields have been removed. - -## to be complete +- `app_id` in apple_store__subscription_report has been replaced with `app_apple_id`. +- Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. ## Documentation - Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) diff --git a/README.md b/README.md index 92b1b77..ae68074 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,6 @@ -

+# Apple App Store Transformation dbt Package ([Docs](https://fivetran.github.io/dbt_apple_store/)) + +

@@ -13,7 +15,6 @@

-# Apple App Store Transformation dbt Package ([Docs](https://fivetran.github.io/dbt_apple_store/)) ## What does this dbt package do? - Produces modeled tables that leverage Apple App Store data from [Fivetran's connector](https://fivetran.com/docs/connectors/applications/apple-app-store) in the format described by [this ERD](https://fivetran.com/docs/connectors/applications/apple-app-store#salesandfinancereportschema) and build off the output of our [Apple App Store source package](https://github.com/fivetran/dbt_apple_store_source). - Enables you to better understand your Apple App Store metrics at different granularities. It achieves this by: diff --git a/models/apple_store__app_version_report.sql b/models/apple_store__app_version_report.sql index d26afb0..75ce6ca 100644 --- a/models/apple_store__app_version_report.sql +++ b/models/apple_store__app_version_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -27,23 +21,11 @@ sessions_activity as ( from {{ ref('int_apple_store__app_version_sessions_activity') }} ), --- Ensuring distinct combinations of all dimensions -pre_reporting_grain as ( +reporting_grain as ( select * from {{ ref('int_apple_store__app_version_report') }} ), -reporting_grain as ( - select - ds.date_day, - ug.app_id, - ug.app_version, - ug.source_type, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain as ug -), - -- Final aggregation using reporting grain final as ( select diff --git a/models/apple_store__device_report.sql b/models/apple_store__device_report.sql index 26104c3..1b88e0f 100644 --- a/models/apple_store__device_report.sql +++ b/models/apple_store__device_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -50,23 +44,11 @@ subscription_events as ( {% endif %} --- Ensuring distinct combinations of all dimensions -pre_reporting_grain as ( +reporting_grain as ( select * from {{ ref('int_apple_store__device_report') }} ), -reporting_grain as ( - select - ds.date_day, - ug.app_id, - ug.source_type, - ug.device, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain as ug -), - -- Final aggregation using reporting grain final as ( select diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index d7c85d3..e5ed366 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -114,12 +108,8 @@ subscription_events as ( -- Unifying all dimension values before aggregation reporting_grain as ( - select - ds.date_day, - app.app_id, - app.source_relation - from date_spine as ds - cross join app as app + select * + from {{ ref('int_apple_store__overview') }} ), -- Final aggregation using reporting grain diff --git a/models/apple_store__platform_version_report.sql b/models/apple_store__platform_version_report.sql index 0c24e58..0193c60 100644 --- a/models/apple_store__platform_version_report.sql +++ b/models/apple_store__platform_version_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -37,23 +31,11 @@ sessions_activity as ( from {{ ref('int_apple_store__platform_version_sessions_activity') }} ), --- Ensuring distinct combinations of all dimensions -pre_reporting_grain as ( +reporting_grain as ( select * from {{ ref('int_apple_store__platform_version_report') }} ), -reporting_grain as ( - select - ds.date_day, - ug.app_id, - ug.platform_version, - ug.source_type, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain ug -), - -- Final aggregation using reporting grain final as ( select diff --git a/models/apple_store__source_type_report.sql b/models/apple_store__source_type_report.sql index 7d9bcd1..cd9c1eb 100644 --- a/models/apple_store__source_type_report.sql +++ b/models/apple_store__source_type_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -27,19 +21,9 @@ sessions_activity as ( from {{ ref('int_apple_store__source_type_sessions_activity') }} ), -pre_reporting_grain as ( - select * - from {{ ref('int_apple_store__source_type_report') }} -), - reporting_grain as ( - select - ds.date_day, - ug.app_id, - ug.source_type, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain as ug + select * + from {{ (ref('int_apple_store__source_type_report')) }} ), -- Final aggregation using reporting grain diff --git a/models/apple_store__subscription_report.sql b/models/apple_store__subscription_report.sql index 0e91ba5..d5ef96e 100644 --- a/models/apple_store__subscription_report.sql +++ b/models/apple_store__subscription_report.sql @@ -1,12 +1,6 @@ {{ config(enabled=var('apple_store__using_subscriptions', False)) }} -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -subscription_summary as ( +with subscription_summary as ( select * from {{ ref('int_apple_store__subscription_summary') }} ), @@ -22,26 +16,11 @@ country_codes as ( from {{ var('apple_store_country_codes') }} ), --- Ensuring distinct combinations of all dimensions -pre_reporting_grain as ( +reporting_grain as ( select * from {{ ref('int_apple_store__subscription_report') }} ), -reporting_grain as ( - select - ds.date_day, - ug.vendor_number, - ug.app_apple_id, - ug.app_name, - ug.subscription_name, - ug.country, - ug.state, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain as ug -), - -- Final aggregation using reporting grain final as ( select diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 22ad7c1..2968ca3 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -1,10 +1,4 @@ -with date_spine as ( - select - date_day - from {{ ref('int_apple_store__date_spine') }} -), - -app as ( +with app as ( select app_id, app_name, @@ -38,23 +32,11 @@ country_codes as ( from {{ var('apple_store_country_codes') }} ), --- Ensuring distinct combinations of all dimensions -pre_reporting_grain as ( +reporting_grain as ( select * from {{ ref('int_apple_store__territory_report') }} ), -reporting_grain as ( - select - ds.date_day, - ug.app_id, - ug.source_type, - ug.territory, - ug.source_relation - from date_spine as ds - cross join pre_reporting_grain as ug -), - -- Final aggregation using reporting grain final as ( select diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index 4ecefae..2b4da93 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -29,7 +29,7 @@ with spine as ( {%- set first_date = dbt_utils.get_single_value(first_date_query) %} {% else %} -{%- set first_date = '2024-01-01' %} +{%- set first_date = '2023-01-01' %} {% endif %} diff --git a/models/intermediate/overview/int_apple_store__overview.sql b/models/intermediate/overview/int_apple_store__overview.sql new file mode 100644 index 0000000..56f96d8 --- /dev/null +++ b/models/intermediate/overview/int_apple_store__overview.sql @@ -0,0 +1,25 @@ +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app as ( + select + app_id, + source_relation + from {{ var('app_store_app') }} +), + +-- Unifying all dimension values before aggregation +reporting_grain as ( + select + ds.date_day, + app.app_id, + app.source_relation + from date_spine as ds + cross join app as app +) + +select * +from reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql index 30d2c95..9ebf515 100644 --- a/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql @@ -1,4 +1,10 @@ -with app_crashes as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app_crashes as ( select * from {{ ref('int_apple_store__app_version_app_crashes') }} ), @@ -39,12 +45,28 @@ pre_reporting_grain as ( source_type, source_relation from sessions_activity -) +), -- Ensuring distinct combinations of all dimensions -select distinct - app_id, - app_version, - source_type, - source_relation -from pre_reporting_grain +distinct_reporting_grain as ( + select distinct + app_id, + app_version, + source_type, + source_relation + from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.app_id, + ug.app_version, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain as ug +) + +select * +from reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__device_report.sql b/models/intermediate/reporting_grain/int_apple_store__device_report.sql index 0f108c8..d49e01c 100644 --- a/models/intermediate/reporting_grain/int_apple_store__device_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__device_report.sql @@ -1,4 +1,10 @@ -with impressions_and_page_views as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +impressions_and_page_views as ( select * from {{ ref('int_apple_store__device_impressions_page_views') }} ), @@ -80,12 +86,28 @@ pre_reporting_grain as ( device, source_relation from app_crashes -) +), -- Ensuring distinct combinations of all dimensions -select distinct - app_id, - source_type, - device, - source_relation -from pre_reporting_grain \ No newline at end of file +distinct_reporting_grain as ( + select distinct + app_id, + source_type, + device, + source_relation + from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.device, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain as ug +) + +select * +from reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql index 8fba888..e7d985b 100644 --- a/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql @@ -1,4 +1,10 @@ -with app_crashes as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +app_crashes as ( select * from {{ ref('int_apple_store__platform_version_app_crashes') }} ), @@ -67,12 +73,28 @@ pre_reporting_grain as ( source_type, source_relation from sessions_activity -) +), -- Ensuring distinct combinations of all dimensions -select distinct - app_id, - platform_version, - source_type, - source_relation -from pre_reporting_grain \ No newline at end of file +distinct_reporting_grain as ( + select distinct + app_id, + platform_version, + source_type, + source_relation + from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.app_id, + ug.platform_version, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain ug +) + +select * +from reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql index dd532e4..deed833 100644 --- a/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql @@ -1,4 +1,10 @@ -with impressions_and_page_views as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +impressions_and_page_views as ( select * from {{ ref('int_apple_store__source_type_impressions_page_views') }} ), @@ -36,11 +42,26 @@ pre_reporting_grain as ( source_type, source_relation from sessions_activity -) +), -- Ensuring distinct combinations of all dimensions -select distinct - app_id, - source_type, - source_relation -from pre_reporting_grain +distinct_reporting_grain as ( + select distinct + app_id, + source_type, + source_relation + from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain as ug +) + +select * +from reporting_grain \ No newline at end of file diff --git a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql index 358b52c..d614ea2 100644 --- a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql @@ -1,6 +1,12 @@ {{ config(enabled=var('apple_store__using_subscriptions', False)) }} -with subscription_summary as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +subscription_summary as ( select * from {{ ref('int_apple_store__subscription_summary') }} ), @@ -41,16 +47,35 @@ pre_reporting_grain as ( state, source_relation from subscription_events -) +), -- Ensuring distinct combinations of all dimensions -select distinct - date_day, - vendor_number, - app_apple_id, - app_name, - subscription_name, - country, - state, - source_relation -from pre_reporting_grain \ No newline at end of file +distinct_reporting_grain as ( + select distinct + date_day, + vendor_number, + app_apple_id, + app_name, + subscription_name, + country, + state, + source_relation + from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.vendor_number, + ug.app_apple_id, + ug.app_name, + ug.subscription_name, + ug.country, + ug.state, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain as ug +) + +select * +from reporting_grain diff --git a/models/intermediate/reporting_grain/int_apple_store__territory_report.sql b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql index 679eed0..77be234 100644 --- a/models/intermediate/reporting_grain/int_apple_store__territory_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__territory_report.sql @@ -1,4 +1,10 @@ -with impressions_and_page_views as ( +with date_spine as ( + select + date_day + from {{ ref('int_apple_store__date_spine') }} +), + +impressions_and_page_views as ( select * from {{ ref('int_apple_store__territory_impressions_page_views') }} ), @@ -59,12 +65,28 @@ pre_reporting_grain as ( territory, source_relation from sessions_activity -) +), -- Ensuring distinct combinations of all dimensions -select distinct +distinct_reporting_grain as ( + select distinct app_id, source_type, territory, source_relation -from pre_reporting_grain \ No newline at end of file +from pre_reporting_grain +), + +reporting_grain as ( + select + ds.date_day, + ug.app_id, + ug.source_type, + ug.territory, + ug.source_relation + from date_spine as ds + cross join distinct_reporting_grain as ug +) + +select * +from reporting_grain \ No newline at end of file From 1e7c869f177107b31431c31878f30dbb907e7b36 Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Tue, 11 Feb 2025 17:30:42 -0500 Subject: [PATCH 41/57] Update dbt_project.yml Co-authored-by: Joe Markiewicz <74217849+fivetran-joemarkiewicz@users.noreply.github.com> --- dbt_project.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dbt_project.yml b/dbt_project.yml index 415bd66..6b95717 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -23,7 +23,7 @@ models: apple_store: materialized: table +schema: apple_store - intermediate: + intermediate: +materialized: ephemeral reporting_grain: +materialized: table From afc2caa13bac98729290b2f1650b1d300a35f8ca Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Tue, 11 Feb 2025 17:30:53 -0500 Subject: [PATCH 42/57] Update README.md Co-authored-by: Joe Markiewicz <74217849+fivetran-joemarkiewicz@users.noreply.github.com> --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index ae68074..0ddd801 100644 --- a/README.md +++ b/README.md @@ -146,9 +146,8 @@ This dbt package is dependent on the following dbt packages. These dependencies ```yml packages: - - git: https://github.com/fivetran/dbt_apple_store_source.git - revision: nov_2024_schema - warn-unpinned: false + - package: fivetran/apple_store_source + version: v0.5.0-a1 - package: fivetran/fivetran_utils version: [">=0.4.0", "<0.5.0"] From 4589fb7ba13296998763c5ac877b3bccacf426c9 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 18:17:15 -0500 Subject: [PATCH 43/57] add upstream changes to doc, update territory def and logic, gen docs --- CHANGELOG.md | 1 + docs/catalog.json | 2 +- docs/manifest.json | 2 +- integration_tests/ci/sample.profiles.yml | 10 +++++----- integration_tests/dbt_project.yml | 2 +- models/apple_store__territory_report.sql | 14 ++++++-------- .../int_apple_store__subscription_report.sql | 6 ------ 7 files changed, 15 insertions(+), 22 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 03db1ef..b146ca1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,7 @@ - The `account_id` and `account_name` fields have been removed. - `app_id` in apple_store__subscription_report has been replaced with `app_apple_id`. - Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. +- For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0-a1). ## Documentation - Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) diff --git a/docs/catalog.json b/docs/catalog.json index b21ae61..184918f 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2025-02-07T20:29:14.590383Z", "invocation_id": "5802e1b1-88ce-4847-b7a9-a066c836bab8", "env": {}}, "nodes": {"seed.apple_store_integration_tests.app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "seed.apple_store_integration_tests.app_crash_daily"}, "seed.apple_store_integration_tests.app_session_detailed_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", 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Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 9, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 10, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 11, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "text", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory (aka country) full name associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 23, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 24, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 25, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 26, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 27, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 28, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 29, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 30, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 31, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 32, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 33, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 22, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 24, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 27, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 30, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 31, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 32, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 33, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 34, "name": "free_trial_offer_code_subscriptions", "comment": "The number of free trial offer code subscriptions."}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 35, "name": "pay_up_front_offer_code_subscriptions", "comment": "The number of pay-up-front offer code subscriptions."}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 36, "name": "pay_as_you_go_offer_code_subscriptions", "comment": "The number of pay-as-you-go offer code subscriptions."}, "subscribers": {"type": "integer", "index": 37, "name": "subscribers", "comment": "The number of subscribers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 4, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 6, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 7, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": 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In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 3, "name": "app_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__app_version_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store.int_apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "device": {"type": "text", "index": 4, "name": "device", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__device_report"}, "model.apple_store.int_apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_report", "database": "postgres", 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crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 23, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 24, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 25, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 26, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 27, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 28, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 29, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 30, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 31, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 32, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 33, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 22, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 24, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 27, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 30, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 31, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 32, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 33, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 34, "name": 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Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892032, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "9605f32a7690994904159911fa479e45886e4c2ed46288f49edbf86bc291bb6c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.868246, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "66087a7cd3702423dbc87df7e9946d9a68a9d287cbf74791748b30fc20357576"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.891317, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.867558, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892705, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "bd6ae3eccd27e38e2a8e9e390141aab66e11ce3475a7a9a4f14eae4be6fec458"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.890927, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type,\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type,\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.892374, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.891674, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.716228, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.727957, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.730127, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7323341, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.734354, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.737303, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7393742, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7415402, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1738960113.934262, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "5e6d99d9837fbf0bf1e876c79afc2cbe8e3a6de85596d9caee931228cd668985"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9408488, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4\n),\n\ninstall_deletions as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "3189c26bd92fc74fb1a00fde83f5281a401bf43a3d65793142f99c12e9ce9b35"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.938714, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(8) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nsubscription_summary as (\n\n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5,6,7,8\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain_date_join as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "f4e33ac51169b9549e9ddfdeab797035dbf187a314a8deaf0abbd000809928e6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9415739, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "eeb4a31455308e184adfb3cdbe38be3ef49313e09004d4bb9a05ceb210dd2a5f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9401028, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n date_day, \n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n territory,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.territory as territory_long,\n coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short,\n coalesce(official_country_codes.region, alternative_country_codes.region) as region,\n coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes as official_country_codes\n on rg.territory = official_country_codes.country_name\n left join country_codes as alternative_country_codes\n on rg.territory = alternative_country_codes.alternative_country_name\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "da9c828ceb3bb7ece1fc5e34a50e03529752a367c9a91527785e9fff50750084"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9405491, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n {{ dbt_utils.group_by(5) }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(5) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3,4,5\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n date_day, \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "4e3015ba260fef3d0a26a6d5610e2eedad1b24082a98deeab5a484e642ef1a4f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices_last_30_days": {"name": "active_devices_last_30_days", "description": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.9418728, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3,4,5\n),\n\ninstall_deletions as (\n select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n),\n\nsessions_activity as (\n select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3,4,5\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n date_day, \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain_date_join as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3a8fd95f9594fff874519a527bd9fd7cd63d341e20a6451a7a3423f4598c130a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.941194, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n app_id, \n source_relation\n from impressions_and_page_views\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from app_crashes\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from downloads_daily\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from install_deletions\n\n union all\n\n select \n date_day, \n app_id, \n source_relation\n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\nreporting_grain as (\n select distinct\n date_day,\n app_id,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain_date_join as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_relation\n from date_spine as ds\n left join reporting_grain as ug\n on ds.date_day = ug.date_day\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain_date_join as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.795616, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "37f67863492fd658bacdf9195c41df884aa00cb1aec9330fa7b082954d8ad87d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.7977788, "relation_name": "\"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2024-11-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 99\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2024-11-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.809978, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.812248, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1738960113.81428, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1738960113.9123158, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1738960113.9171169, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1738960113.918619, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1738960113.920156, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1738960113.9217348, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1738960113.923143, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1738960113.924611, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1738960113.925973, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1738960113.942231, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1738960113.944319, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1738960113.945733, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1738960113.9472299, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1738960113.948676, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1738960113.950146, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1738960113.951692, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_11_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_app\"", "created_at": 1738960113.954019}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_event_summary\"", "created_at": 1738960113.9541278}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"sales_subscription_summary\"", "created_at": 1738960113.954211}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1738960113.954272}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1738960113.954327}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_store_download_detailed_daily\"", "created_at": 1738960113.954381}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_crash_daily\"", "created_at": 1738960113.954429}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_11", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory (aka country) full name associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_11\".\"app_session_detailed_daily\"", "created_at": 1738960113.954612}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0892742, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089429, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089503, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.08957, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.089639, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0906181, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09083, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09125, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.091329, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097125, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097409, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.097592, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0977762, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0980558, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098326, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0984352, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098647, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.098888, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.09945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0995688, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.0997498, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.099904, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1001549, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1002822, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100628, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100759, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100832, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.100949, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1010392, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1012769, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.101721, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.101804, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1019762, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10206, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.102159, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.102707, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1029818, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103153, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10337, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103453, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103861, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.103969, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.104054, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1044018, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.10451, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1046479, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1051269, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107072, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107164, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107448, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.107681, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108324, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1084428, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1085281, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108618, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.108704, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1089458, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109132, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1093209, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109596, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.109754, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.111986, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112082, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112211, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112627, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112732, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.112844, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.113688, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.114495, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1170418, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117207, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117306, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117358, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1174421, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117507, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.117622, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.118144, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.118262, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1184158, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1186728, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.122251, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1240032, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.12427, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.124442, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.124674, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1249018, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1280231, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.128261, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1284149, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.12926, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.129396, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.129761, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.131518, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.133325, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1344042, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.134749, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.135175, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.135328, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1357791, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1398568, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1408372, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.140991, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.141609, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.141778, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.142184, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.142586, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143169, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1433039, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143409, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143575, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143692, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1438699, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.143988, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144146, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1442618, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144355, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.144601, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.147619, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.151245, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1519208, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.152652, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153193, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153343, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153412, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1535869, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.153667, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1558762, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.157975, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.161356, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.161877, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162017, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162297, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16241, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162493, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16259, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162681, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162774, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.162845, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.163129, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16324, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164057, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164337, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.164573, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1648982, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165056, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165227, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.165465, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16561, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166059, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166291, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1664052, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.166527, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1666481, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.167186, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.167891, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168153, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168322, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.168554, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.16868, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169133, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169385, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.169508, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1696699, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1698828, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.170043, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1703522, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17071, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.170922, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1710541, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171242, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171305, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1714811, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1715698, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171756, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.171854, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17204, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1721332, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172576, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172723, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172896, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.172993, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1731892, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.173301, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.173985, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1740642, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.174415, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1745129, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1745899, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.175315, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1756349, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.175861, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.176032, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1760929, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1762471, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17633, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1764889, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.176573, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.17713, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1772501, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.177494, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.177912, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1782, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.178327, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.178459, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1786618, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1787431, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.179379, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1794639, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180086, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1802082, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180342, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180514, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180605, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1808681, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.180972, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181078, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181383, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1815958, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.181768, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1819131, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.182261, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183161, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183486, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.183667, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.184874, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.18557, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186024, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1861708, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186315, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186363, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.186814, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187155, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1872919, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1875, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187686, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187784, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187924, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.187993, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.188544, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1887958, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1889122, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189295, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189454, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1895208, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.189713, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1898088, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1899362, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1899788, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1901288, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190208, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1903749, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190453, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.190819, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191057, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191266, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191369, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1915572, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191644, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191803, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.191902, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192052, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192144, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1922839, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192346, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192514, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1925929, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192737, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.192802, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1936908, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1937978, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.193902, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.193994, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.19409, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.19418, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194277, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1943848, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194478, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194565, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194658, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194746, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194837, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.194921, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195096, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195178, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195324, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1953878, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.195592, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1957471, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1958332, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196149, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196249, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1963809, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1965399, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196617, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.196835, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197047, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197213, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197292, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197515, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197622, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197713, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.197819, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198112, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1982021, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198282, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1983428, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1984372, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1984808, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198573, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.198665, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199183, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1992629, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199352, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1995788, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.1996858, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199764, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199852, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.199931, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2011259, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2012239, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201347, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2015731, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2017112, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201895, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.201996, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202089, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202233, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202542, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202674, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202754, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.202999, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2032268, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.20339, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2035148, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.204596, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2046669, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2047691, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.204837, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205044, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205148, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2052102, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205337, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205455, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205587, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.205694, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2058282, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206392, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206503, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.206649, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2067761, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207417, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207744, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207861, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.207947, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.208378, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2084851, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2086039, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2087, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2088478, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2091231, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2109702, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211124, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.21124, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211387, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211494, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211584, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2116852, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.211822, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2119381, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212109, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212214, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212306, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212399, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2124858, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212663, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.212767, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214148, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2142458, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2144341, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214564, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2146811, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.214786, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.215429, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2156281, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.215735, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2159328, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2160661, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.216395, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.216544, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.217015, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2180831, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2181718, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.218634, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.218873, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219203, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219483, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.219527, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2198348, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2199712, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2201312, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220288, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220499, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.220853, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221132, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221498, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.221694, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22189, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.222594, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.223205, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.223718, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.224339, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2247539, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22497, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.225429, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.225922, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.226183, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.226449, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2268102, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227087, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227405, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.227642, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2280772, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.228601, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22898, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.229347, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.22968, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.229882, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.230114, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.230377, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2307851, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.231288, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2318761, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2324312, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.233632, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.235882, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.236211, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2364008, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.238548, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.23944, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239609, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239711, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.239983, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240148, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240258, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240403, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240502, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.240909, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2413938, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.241809, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2421398, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242273, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242479, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.242723, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2430542, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243253, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243528, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.243924, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.244403, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.244918, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245155, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245265, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2455602, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.245981, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.246453, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2466938, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.24687, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.247648, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.248478, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2493901, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2504609, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.25064, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.250724, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.252672, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2546592, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2548501, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255005, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255594, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255723, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255818, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.255928, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256023, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256119, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2562182, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256448, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2565892, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.256813, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.257121, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.25732, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2575092, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.259496, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.259708, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260093, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260513, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.260803, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.261492, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.26244, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.263055, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.263526, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2638001, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.264224, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.264717, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265002, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265114, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.265344, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2656808, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2659562, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266311, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266625, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2667148, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266804, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.266891, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.267216, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.267654, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.268321, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.268476, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.26881, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2692711, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.27266, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.273084, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.27358, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2740061, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2744262, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.274966, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.275072, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.275137, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2768471, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.281256, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2813382, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2813818, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.281708, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.282669, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2828748, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283045, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2831979, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283385, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2834969, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2836149, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.283852, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284429, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2845309, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2846231, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284713, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284797, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.284888, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.285344, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.285742, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.286599, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2868311, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.286989, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.28713, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287271, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287424, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287576, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287715, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287906, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.287966, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2880251, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288081, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288288, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.288702, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.289291, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2896562, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290158, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290448, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2905228, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2905972, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290671, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.290751, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.292612, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2927182, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2928169, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.292913, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.293948, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.294516, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2945971, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.294754, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2949219, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2949991, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295084, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2951622, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295242, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295557, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.295926, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2962291, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.2963462, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.296475, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.296623, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.297251, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.299621, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.299883, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3000991, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3010108, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3013592, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.301724, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3018198, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.301913, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302022, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302111, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302201, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.302709, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.30339, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.303838, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.303939, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304039, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304136, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304229, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3043342, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304491, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304554, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304613, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.304982, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.305778, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3058822, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3064299, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.308715, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.311408, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312259, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312472, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312562, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312682, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312893, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.312963, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313034, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3130949, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.31315, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313302, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313361, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313419, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.313654, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.31388, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.314822, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.317385, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3196611, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.320669, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.321666, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3227332, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323029, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323243, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323308, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323374, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.323435, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1738960113.3240309, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory (aka country) full name associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5029, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5079522, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5097458, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.511306, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.512904, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.533632, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5354419, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5371509, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.538739, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.540321, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.542021, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5437791, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.545609, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_11_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1738960113.5471601, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app"], 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"packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297264, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "a72c5a95e32217cbb4865e0c3e16fe060629cfd0d9eb1e87fbad8cc45c029e80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.295752, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5f60b2670618b473fcefed7351b230744ea2c25e5faa24afeb4fa34d35b2348c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.2966, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.294868, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297906, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "86ac6b04993bdaeb5b912b791ae404d2b6b04a24eef2416226e733b58ec18e46"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.296331, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297598, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.296952, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.066796, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.079202, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.081664, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.083955, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.086826, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.089649, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.092122, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.094669, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1739315541.340332, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "b644a27f83b6b22e1ef61b7781cc08ad3839286705f524cb01e21c41073ee827"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.3467379, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ (ref('int_apple_store__source_type_report')) }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store.int_apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__source_type_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "b030a81bc6f25bdd53b7839369a730757ea41db1ca77f49d674a657a653d07b9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.344728, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__subscription_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), subscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__subscription_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "4d521de311d65fba8111b2c598f24a1a978de8ca6f508879534b7c78361f9b3e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.3474529, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__platform_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store.int_apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__platform_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "758091431189cd72aa984cde2e8d70790abadfcd9eaaa7f6028828d9fed5ff02"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.346007, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__territory_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n coalesce(country_codes.region) as region,\n coalesce(country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__territory_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n coalesce(country_codes.region) as region,\n coalesce(country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "90767ccb542ea7b3d8de37d61e971212e963d82d4cc7a1863cd9502136b31215"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.346436, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__device_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__device_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "e81a2cecd8c51bbb65612628ff7e3d33dbc6770044e8c228de82658ded0dfc01"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.348162, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__app_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__app_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3db16a4abc527181877947961ed391fd510c2633d68ec847983992e7332be195"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.347082, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__overview') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store.int_apple_store__overview"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__overview as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from __dbt__cte__int_apple_store__overview\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__overview", "sql": " __dbt__cte__int_apple_store__overview as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1466959, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "a175a3377f75711582070b193e87934b9e96766ce53a19e7cda5f6325bbd8e89"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1490948, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2023-01-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 773\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2023-01-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.161943, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.164348, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.166506, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__territory_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "unique_id": "model.apple_store.int_apple_store__territory_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__territory_report"], "alias": "int_apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "2af29860173c24a2adf65dbf7ac077ec081ae2923163d7a8c646ab7e319b56a5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1692889, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__subscription_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "unique_id": "model.apple_store.int_apple_store__subscription_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__subscription_report"], "alias": "int_apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "98a7601f0bbc241fef1eeff00bbc12876b46e9907a0a1d18d646d2b64f1356e9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.171814, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nsubscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nsubscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__app_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "unique_id": "model.apple_store.int_apple_store__app_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__app_version_report"], "alias": "int_apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "08686696791f69907638d9b29a9ae5a8d3a09be3ac1fd9e3bcacc53072db0f18"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1739619, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__platform_version_report"], "alias": "int_apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "e36d6e874c34c7aac51f94fa4084d8043cf7748c9c3b81e2e82c2dbcdbcdeeed"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1751091, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__device_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__device_report.sql", "unique_id": "model.apple_store.int_apple_store__device_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__device_report"], "alias": "int_apple_store__device_report", "checksum": {"name": "sha256", "checksum": "c7050b4e0c7bbace1805682bb67e8b05ac9f6262dfc43a5dfda9ec98887d5aae"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.176221, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__source_type_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "unique_id": "model.apple_store.int_apple_store__source_type_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__source_type_report"], "alias": "int_apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "e81232cdc5674574fa48ee25b2268dd9b79c22df6787cb3b22e8a85e168c9cfb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.178588, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_impressions_page_views"], "alias": "int_apple_store__source_type_impressions_page_views", "checksum": {"name": "sha256", "checksum": "29883090776672cb99397ad258002a1eb0feb9b7370dc218b890ed1816f223d1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.179671, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__source_type_install_deletions", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_install_deletions"], "alias": "int_apple_store__source_type_install_deletions", "checksum": {"name": "sha256", "checksum": "03948ed77d7e421dcec9c150f79b7e39ae4944f7a6007b0aa3cadaf429a5e58f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1804988, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__source_type_sessions_activity", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_sessions_activity"], "alias": "int_apple_store__source_type_sessions_activity", "checksum": {"name": "sha256", "checksum": "6fa4328691d6582856f8ba3cdb85486848df820a6f2e945f0a95bb8fe29cc72c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.181319, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_summary.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__subscription_summary", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_summary"], "alias": "int_apple_store__subscription_summary", "checksum": {"name": "sha256", "checksum": "53c52cf1ec11619d63efc089a92d7092afd723e3261e537859ce47af5b185664"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.182142, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(8) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_events.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__subscription_events", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_events"], "alias": "int_apple_store__subscription_events", "checksum": {"name": "sha256", "checksum": "a1bfed01aca64322749a5784a3b31995d92c553c0af1c01c0befea28bb706013"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.184704, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_sessions_activity"], "alias": "int_apple_store__platform_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "cc70e4bd756791c7f0cb8e14b14cf589d84da3c001ee7a67824e540bcad16b20"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1881442, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_downloads_daily"], "alias": "int_apple_store__platform_version_downloads_daily", "checksum": {"name": "sha256", "checksum": "0d55f7b7110130f378f49926bcf1440e2cf035f87fcc84c30b6d3a3669619030"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.189018, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_impressions_pv": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_impressions_pv", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_impressions_pv"], "alias": "int_apple_store__platform_version_impressions_pv", "checksum": {"name": "sha256", "checksum": "3c181912a0d02f485500b7f2a02fbdd9a916a01f2cfa6a4dad7cad464107a324"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1900659, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_install_deletions", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_install_deletions"], "alias": "int_apple_store__platform_version_install_deletions", "checksum": {"name": "sha256", "checksum": "bcf3672d21e9b2f55262902851c0876029f01b491bf17d7e6ca936a581bef91a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.190933, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_app_crashes", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_app_crashes"], "alias": "int_apple_store__platform_version_app_crashes", "checksum": {"name": "sha256", "checksum": "c5c6274e03c5aef84619e98d53cb2882278d650ceb36317617477584e565aadc"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.191803, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_install_deletions.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__territory_install_deletions", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_install_deletions"], "alias": "int_apple_store__territory_install_deletions", "checksum": {"name": "sha256", "checksum": "d566f6d3a48d171d1d1ce2fbdf32be9332c1bd7e28a2ce08b5f1ce5fda74f78a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1938329, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_sessions_activity.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__territory_sessions_activity", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_sessions_activity"], "alias": "int_apple_store__territory_sessions_activity", "checksum": {"name": "sha256", "checksum": "481a7622f268aabf30c0e26c9ff3b822db26d121faa62691ad69221a28c4d6c6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.19479, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_downloads_daily.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__territory_downloads_daily", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_downloads_daily"], "alias": "int_apple_store__territory_downloads_daily", "checksum": {"name": "sha256", "checksum": "8fb6f7257bae121ded440d2d69915f0fbd9859e2aeea87b9eaf15ce3a4941a56"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.195661, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__territory_impressions_page_views", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_impressions_page_views"], "alias": "int_apple_store__territory_impressions_page_views", "checksum": {"name": "sha256", "checksum": "7e05367c58bf5a5d78df86fb856d306c45b9880b2298ce11c0ad3a2f1ad73bc5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.196529, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__overview": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview/int_apple_store__overview.sql", "original_file_path": "models/intermediate/overview/int_apple_store__overview.sql", "unique_id": "model.apple_store.int_apple_store__overview", "fqn": ["apple_store", "intermediate", "overview", "int_apple_store__overview"], "alias": "int_apple_store__overview", "checksum": {"name": "sha256", "checksum": "a015ee7c8d94db01846abc42e7f6b652462073b5e69c1aff9506fe854b4251eb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.19739, "relation_name": null, "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n source_relation\n from {{ var('app_store_app') }}\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview/int_apple_store__overview.sql", "compiled": true, "compiled_code": "with date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__app_version_install_deletions", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_install_deletions"], "alias": "int_apple_store__app_version_install_deletions", "checksum": {"name": "sha256", "checksum": "f4fb1ff380966b9261aeec695aac5137814e2bea1c2e7efdbe82b73370ecc377"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.20019, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__app_version_app_crashes", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_app_crashes"], "alias": "int_apple_store__app_version_app_crashes", "checksum": {"name": "sha256", "checksum": "128adce40f18028b68cfb87748efe1e60e5bb4e0a16339413c1cfedd230d7127"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.201066, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__app_version_sessions_activity", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_sessions_activity"], "alias": "int_apple_store__app_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "712d5a99dc60dde6fe65789a990f2c415ec873b7097310841f4b5ff3b19d9fc1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.202976, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__device_impressions_page_views", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_impressions_page_views"], "alias": "int_apple_store__device_impressions_page_views", "checksum": {"name": "sha256", "checksum": "be409e0addc2b8c90b638f6ad183d76ab2cbe52036754725985860545143561e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.203966, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_install_deletions.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__device_install_deletions", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_install_deletions"], "alias": "int_apple_store__device_install_deletions", "checksum": {"name": "sha256", "checksum": "3ddc804b560de42df86dad2697ae8798be1ad45135b9a42d433c2696d68b68df"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.206141, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_downloads_daily.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__device_downloads_daily", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_downloads_daily"], "alias": "int_apple_store__device_downloads_daily", "checksum": {"name": "sha256", "checksum": "e1e65e371bd129eb864d733f5919e1f4ef85d52aff5249f97d27da065b74077d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.208135, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_app_crashes.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__device_app_crashes", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_app_crashes"], "alias": "int_apple_store__device_app_crashes", "checksum": {"name": "sha256", "checksum": "d52bc49d1bf5ba2035734f2f677a956111bb77e9a17ba9b0f9ec221307a78f12"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.210109, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_summary.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_summary", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_summary"], "alias": "int_apple_store__device_subscription_summary", "checksum": {"name": "sha256", "checksum": "ea425eacaa7986b2957886e95bcf75675b0f6889d63dc6db9a045b53ffaa2db0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.212218, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_sessions_activity.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__device_sessions_activity", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_sessions_activity"], "alias": "int_apple_store__device_sessions_activity", "checksum": {"name": "sha256", "checksum": "49801d04d856de4337cb1c19e3db12050a82ca6ac3101a3f7a0a386587073d31"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.214606, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_events.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_events", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_events"], "alias": "int_apple_store__device_subscription_events", "checksum": {"name": "sha256", "checksum": "760741345377599b0bc1e88f71752349267219340fe6d12f3331b9aad1155ba6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.2163892, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1739315541.317479, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1739315541.322516, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1739315541.3241081, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1739315541.325769, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1739315541.3272371, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1739315541.3288472, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1739315541.3309371, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1739315541.3323689, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1739315541.348483, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1739315541.350025, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1739315541.351639, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1739315541.3531451, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1739315541.354592, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1739315541.356064, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1739315541.357496, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_app\"", "created_at": 1739315541.3600051}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_event_summary\"", "created_at": 1739315541.360115}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_summary\"", "created_at": 1739315541.3602}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1739315541.360262}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1739315541.360318}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_download_detailed_daily\"", "created_at": 1739315541.360375}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_crash_daily\"", "created_at": 1739315541.360424}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_session_detailed_daily\"", "created_at": 1739315541.360577}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398719, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398895, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398974, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.3990479, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.399113, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4002008, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4004421, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.400898, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.400987, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.406924, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407238, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.40744, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407639, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407955, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408234, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408345, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408561, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408798, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4094238, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409554, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409757, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409931, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.410209, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.41035, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4107351, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.41087, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.410947, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411073, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4111638, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411402, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4118788, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411975, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412161, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4122539, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412362, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412939, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.413249, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4134452, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4136791, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4137669, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414208, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414324, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4144158, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4147751, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414895, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4150321, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.415433, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4176378, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4177449, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.418067, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4183302, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4190688, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419204, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419306, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4194, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4195, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419761, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419968, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4201999, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.420523, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.420722, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423164, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423278, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423427, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423886, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423994, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4241111, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.424999, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.425899, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428637, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428818, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4289238, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428986, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4290812, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429156, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429286, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429866, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4299881, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.430149, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.430414, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.43428, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436036, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436339, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.43654, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436783, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4370198, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4403899, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.440644, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.440812, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4417222, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.441876, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.442281, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4441652, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4460318, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4471319, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.447479, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4478972, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.448048, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.448498, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4526541, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4536572, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4538271, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.45446, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.454634, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4550452, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.455466, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.45605, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456197, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456316, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4565, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4566221, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456801, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456922, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.457084, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.457199, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4573, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4575639, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.460759, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.464492, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.465269, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466024, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466571, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4667342, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466809, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.467009, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.467096, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.469437, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4715, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4748878, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4755561, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.475737, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476065, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476195, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476285, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476386, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476469, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476599, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476688, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.47699, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.477112, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.477973, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4782562, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.478498, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.478847, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479014, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479203, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479458, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4796212, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480097, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480337, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480453, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480587, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480719, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.481285, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482035, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482284, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482443, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482652, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482782, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483257, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4835331, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483667, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483846, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484073, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4842398, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484544, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484894, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.48511, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4852438, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485413, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4854798, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4856582, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485752, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485954, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486039, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4862158, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486308, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4867032, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486825, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4870908, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487265, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487353, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488013, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488087, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488426, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4885309, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488616, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.489405, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4897091, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.48993, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490099, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490166, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4903328, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490423, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490596, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490687, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491246, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491353, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491619, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492046, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492332, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492453, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4925618, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492745, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492812, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.493375, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.493475, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494155, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494286, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494428, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494602, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494703, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494972, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4950788, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4951959, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495531, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495766, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495956, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.496108, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.496474, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4974022, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.497767, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4979572, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.49919, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.499923, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500416, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500557, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500711, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50076, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5012538, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.501627, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.501774, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502007, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502221, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502325, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5024881, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502574, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5031538, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503423, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503544, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503973, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504142, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504213, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50443, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504534, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5046852, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5047328, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504906, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5049942, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505182, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505269, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505685, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505951, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50617, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5062778, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50646, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506551, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506721, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506824, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506986, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507089, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507246, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507318, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5075068, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507597, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507756, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507825, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5085309, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5086322, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.508734, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.508828, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5089269, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5090282, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509134, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509248, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5093498, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5094469, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50955, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50964, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5097432, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509834, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.510011, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5100958, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5102541, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5103219, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5105438, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.510717, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5108109, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511156, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511266, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511413, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511594, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511679, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511922, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5121589, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512345, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512434, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512682, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5128021, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512906, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5130272, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513355, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513451, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5135438, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513612, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513715, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5137632, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513866, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5139709, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.514526, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.514615, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5147111, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5149639, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515083, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51517, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515271, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515352, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.516716, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5168252, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5169652, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517379, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5175319, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51774, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517855, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517962, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518118, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518462, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518611, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518701, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51898, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519239, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519422, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519563, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520728, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520803, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520909, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520982, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521201, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521323, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.52139, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521538, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521661, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521804, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5219252, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5220659, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522583, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522708, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522871, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.523019, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.523733, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5240881, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5242162, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5243032, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5247612, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.524873, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5249999, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.525113, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5252821, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.52559, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.527522, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5276911, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5278158, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.527981, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528099, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528198, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528317, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528468, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5286021, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5287979, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528916, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5290189, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529119, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529214, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529418, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529532, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.530991, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531095, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531287, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.53142, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531546, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531654, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.532356, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5325718, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.532691, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5329092, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.533052, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.533418, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5335732, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.534049, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535125, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535222, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535708, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535958, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536308, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536603, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536649, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536978, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5371242, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.537295, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5374599, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.537683, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538063, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5383701, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538767, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538968, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5391622, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.53988, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.540541, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.541112, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.541829, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5422819, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5425122, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5430012, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.543545, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.543852, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.54416, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5445702, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.544887, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.545247, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5454988, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.545954, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.546519, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.546953, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547371, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547748, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547978, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.548246, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.548554, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.549021, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.549571, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.550187, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.550776, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5521522, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.554664, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.555022, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.555414, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.558617, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5596511, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.559844, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560052, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560394, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560597, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560731, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560909, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.561093, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.561669, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5622752, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.562766, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563157, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563311, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563552, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5638778, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.564327, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5646331, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.565043, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5656161, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5663412, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.567211, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.56755, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5676968, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.568089, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.568581, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.569189, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.569477, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5696719, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.570508, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.571483, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.572675, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.574005, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.57422, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.574309, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.576447, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.578893, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5791202, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5792909, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5799649, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5801768, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580346, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580491, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580605, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580717, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580839, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.581121, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5812879, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.581554, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.582005, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5822442, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.58247, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5849202, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5851672, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.585622, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.58612, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.586459, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.587223, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.588361, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5891142, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.589657, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.589979, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5904498, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.590981, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591281, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591407, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591674, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.592061, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.592373, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5928571, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.593264, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5933619, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.593456, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5935519, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5939069, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.594453, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595238, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595416, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595828, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.596352, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.600362, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.600868, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.601436, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6019268, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6024032, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.602984, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.603127, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6032078, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.605088, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610228, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610376, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610435, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6108491, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.611936, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612162, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612354, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612544, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6127932, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612929, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6130838, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6133802, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614075, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.61419, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614294, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614398, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614495, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614603, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6151302, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.615556, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.61651, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.616821, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.616988, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617152, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617306, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6174872, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617676, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617862, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618135, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6182132, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618293, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6183722, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618643, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.619151, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.619825, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.620215, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.620784, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.621115, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.621203, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6212878, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62137, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6214578, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6236532, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62378, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6239018, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.624018, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.625272, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62593, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626025, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626205, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6264052, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626501, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626602, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626697, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626784, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.627177, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.627598, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62799, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628133, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628288, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628479, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6292758, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6318998, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.632245, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.632494, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.633624, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634017, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6344042, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634506, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6346061, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6347158, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6348171, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634919, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.635486, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6362612, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.636767, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.636872, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6369762, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637079, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637181, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637291, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637459, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637527, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637592, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6380138, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6389382, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.639213, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.640096, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6427991, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.645886, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.646862, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647143, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.64724, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6473742, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647605, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6476831, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6477592, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.64783, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647894, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6480691, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648138, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648205, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6484768, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648733, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.649817, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6527202, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6552792, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.656358, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.657496, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6586912, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659005, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659233, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659304, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6593761, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659437, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.660118, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.853354, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.858562, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.860405, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.861969, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.864057, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.884489, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.886129, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.887778, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.88936, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.8910038, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.892554, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.894181, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.895774, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.897866, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_report", "model.apple_store.int_apple_store__subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__territory_report": ["model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_report", "model.apple_store.int_apple_store__territory_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_report", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__overview", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__date_spine": ["model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_session_daily", "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store.int_apple_store__territory_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.int_apple_store__subscription_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_summary"], "model.apple_store.int_apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__date_spine"], "model.apple_store.int_apple_store__platform_version_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"], "model.apple_store.int_apple_store__device_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_subscription_summary"], "model.apple_store.int_apple_store__source_type_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity"], "model.apple_store.int_apple_store__source_type_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__source_type_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__source_type_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "model.apple_store.int_apple_store__platform_version_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__platform_version_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__platform_version_impressions_pv": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__platform_version_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__platform_version_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__territory_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__territory_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__territory_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__territory_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__overview": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.int_apple_store__app_version_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__app_version_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__app_version_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__device_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__device_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__device_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__device_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__device_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__device_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__device_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": ["model.apple_store_source.stg_apple_store__app_store_app"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": ["model.apple_store_source.stg_apple_store__app_crash_daily"], 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["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "seed.apple_store_source.apple_store_country_codes": ["model.apple_store.apple_store__subscription_report", "model.apple_store.apple_store__territory_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.apple_store__source_type_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648"], "model.apple_store.apple_store__subscription_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362"], "model.apple_store.apple_store__platform_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be"], "model.apple_store.apple_store__territory_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8"], "model.apple_store.apple_store__device_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f"], "model.apple_store.apple_store__app_version_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143"], "model.apple_store.apple_store__overview_report": ["test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store.apple_store__overview_report", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store.int_apple_store__territory_sessions_activity"], "model.apple_store.int_apple_store__date_spine": ["model.apple_store.int_apple_store__app_version_report", "model.apple_store.int_apple_store__device_report", "model.apple_store.int_apple_store__overview", "model.apple_store.int_apple_store__platform_version_report", "model.apple_store.int_apple_store__source_type_report", "model.apple_store.int_apple_store__subscription_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store.apple_store__overview_report", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__territory_impressions_page_views"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store.apple_store__overview_report", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__territory_downloads_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store.apple_store__overview_report", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__territory_install_deletions"], "model.apple_store.int_apple_store__territory_report": ["model.apple_store.apple_store__territory_report"], "model.apple_store.int_apple_store__subscription_report": ["model.apple_store.apple_store__subscription_report"], "model.apple_store.int_apple_store__app_version_report": ["model.apple_store.apple_store__app_version_report"], "model.apple_store.int_apple_store__platform_version_report": ["model.apple_store.apple_store__platform_version_report"], "model.apple_store.int_apple_store__device_report": ["model.apple_store.apple_store__device_report"], "model.apple_store.int_apple_store__source_type_report": ["model.apple_store.apple_store__source_type_report"], "model.apple_store.int_apple_store__source_type_impressions_page_views": ["model.apple_store.apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_report"], "model.apple_store.int_apple_store__source_type_install_deletions": ["model.apple_store.apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_report"], "model.apple_store.int_apple_store__source_type_sessions_activity": ["model.apple_store.apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_report"], "model.apple_store.int_apple_store__subscription_summary": ["model.apple_store.apple_store__subscription_report", "model.apple_store.int_apple_store__subscription_report"], "model.apple_store.int_apple_store__subscription_events": ["model.apple_store.apple_store__subscription_report", "model.apple_store.int_apple_store__subscription_report"], "model.apple_store.int_apple_store__platform_version_sessions_activity": ["model.apple_store.apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_report"], "model.apple_store.int_apple_store__platform_version_downloads_daily": ["model.apple_store.apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_report"], "model.apple_store.int_apple_store__platform_version_impressions_pv": ["model.apple_store.apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_report"], "model.apple_store.int_apple_store__platform_version_install_deletions": ["model.apple_store.apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_report"], "model.apple_store.int_apple_store__platform_version_app_crashes": ["model.apple_store.apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_report"], "model.apple_store.int_apple_store__territory_install_deletions": ["model.apple_store.apple_store__territory_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.int_apple_store__territory_sessions_activity": ["model.apple_store.apple_store__territory_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.int_apple_store__territory_downloads_daily": ["model.apple_store.apple_store__territory_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.int_apple_store__territory_impressions_page_views": ["model.apple_store.apple_store__territory_report", "model.apple_store.int_apple_store__territory_report"], "model.apple_store.int_apple_store__overview": ["model.apple_store.apple_store__overview_report"], "model.apple_store.int_apple_store__app_version_install_deletions": ["model.apple_store.apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_report"], "model.apple_store.int_apple_store__app_version_app_crashes": ["model.apple_store.apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_report"], "model.apple_store.int_apple_store__app_version_sessions_activity": ["model.apple_store.apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_report"], "model.apple_store.int_apple_store__device_impressions_page_views": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_install_deletions": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_downloads_daily": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_app_crashes": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_subscription_summary": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_sessions_activity": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "model.apple_store.int_apple_store__device_subscription_events": ["model.apple_store.apple_store__device_report", "model.apple_store.int_apple_store__device_report"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": [], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": [], "source.apple_store_source.apple_store.app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "source.apple_store_source.apple_store.sales_subscription_event_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "source.apple_store_source.apple_store.sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_detailed_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_detailed_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 4027536..0c7ae4d 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_12 + schema: apple_store_integration_tests_13 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_12 + schema: apple_store_integration_tests_13 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_12 + schema: apple_store_integration_tests_13 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_12 + schema: apple_store_integration_tests_13 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_12 + schema: apple_store_integration_tests_13 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 953bdfc..ce29eeb 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_12 + apple_store_schema: apple_store_integration_tests_13 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index 2968ca3..d15fdee 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -45,10 +45,10 @@ final as ( rg.app_id, a.app_name, rg.source_type, - rg.territory as territory_long, - coalesce(official_country_codes.country_code_alpha_2, alternative_country_codes.country_code_alpha_2) as territory_short, - coalesce(official_country_codes.region, alternative_country_codes.region) as region, - coalesce(official_country_codes.sub_region, alternative_country_codes.sub_region) as sub_region, + coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long, + coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short, + coalesce(country_codes.region) as region, + coalesce(country_codes.sub_region) as sub_region, coalesce(ip.impressions, 0) as impressions, coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, coalesce(ip.page_views, 0) as page_views, @@ -88,10 +88,8 @@ final as ( and rg.source_type = sa.source_type and rg.territory = sa.territory and rg.source_relation = sa.source_relation - left join country_codes as official_country_codes - on rg.territory = official_country_codes.country_name - left join country_codes as alternative_country_codes - on rg.territory = alternative_country_codes.alternative_country_name + left join country_codes + on rg.territory = country_codes.country_code_alpha_2 ) select * diff --git a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql index d614ea2..ffea620 100644 --- a/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql +++ b/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql @@ -16,12 +16,6 @@ subscription_events as ( from {{ ref('int_apple_store__subscription_events') }} ), -country_codes as ( - - select * - from {{ var('apple_store_country_codes') }} -), - -- Unifying all dimension values before aggregation pre_reporting_grain as ( select From 32e773e813d4ccdce8c4180dbdc7b711f4758c79 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 18:22:25 -0500 Subject: [PATCH 44/57] rmm unnecessary coalesce --- models/apple_store__territory_report.sql | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/models/apple_store__territory_report.sql b/models/apple_store__territory_report.sql index d15fdee..d0b3c52 100644 --- a/models/apple_store__territory_report.sql +++ b/models/apple_store__territory_report.sql @@ -45,10 +45,10 @@ final as ( rg.app_id, a.app_name, rg.source_type, - coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long, + coalesce(country_codes.alternative_country_name, country_codes.country_name) as territory_long, coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short, - coalesce(country_codes.region) as region, - coalesce(country_codes.sub_region) as sub_region, + country_codes.region as region, + country_codes.sub_region as sub_region, coalesce(ip.impressions, 0) as impressions, coalesce(ip.impressions_unique_device, 0) as impressions_unique_device, coalesce(ip.page_views, 0) as page_views, From 2a0ba4a2c7496668a8f0222ae052da6f743a0ac2 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Tue, 11 Feb 2025 18:44:06 -0500 Subject: [PATCH 45/57] changelog and deps --- CHANGELOG.md | 1 + packages.yml | 5 ++--- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index b146ca1..04af171 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,5 @@ # dbt_apple_store v0.5.0-a1 +[PR #32](https://github.com/fivetran/dbt_apple_store/pull/32) includes the following updates: ## Breaking Changes: Schema Change - Following the connector's [Nov 2024 Update](https://fivetran.com/docs/connectors/applications/apple-app-store/changelog#november2024) to sync from the [App Store Connect API](https://developer.apple.com/documentation/appstoreconnectapi), we've updated this dbt package to reflect the new schema which includes the following changes: diff --git a/packages.yml b/packages.yml index b7f97f5..7d94055 100644 --- a/packages.yml +++ b/packages.yml @@ -1,4 +1,3 @@ packages: - - git: https://github.com/fivetran/dbt_apple_store_source.git - revision: nov_2024_schema - warn-unpinned: false \ No newline at end of file + - package: fivetran/apple_store + version: 0.5.0-a1 \ No newline at end of file From 1e57b4b433b2af63305391bfefcfa530b5c335c9 Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Tue, 11 Feb 2025 18:47:48 -0500 Subject: [PATCH 46/57] Update packages.yml Co-authored-by: Joe Markiewicz <74217849+fivetran-joemarkiewicz@users.noreply.github.com> --- packages.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages.yml b/packages.yml index 7d94055..918a172 100644 --- a/packages.yml +++ b/packages.yml @@ -1,3 +1,3 @@ packages: - - package: fivetran/apple_store + - package: fivetran/apple_store_source version: 0.5.0-a1 \ No newline at end of file From f27cd3319c5da3932e20a56fb6996cfb8156dea8 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 13 Feb 2025 14:51:07 -0500 Subject: [PATCH 47/57] temp change back deps --- packages.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/packages.yml b/packages.yml index 918a172..8e59db7 100644 --- a/packages.yml +++ b/packages.yml @@ -1,3 +1,7 @@ packages: - - package: fivetran/apple_store_source - version: 0.5.0-a1 \ No newline at end of file + - git: https://github.com/fivetran/dbt_apple_store_source.git + revision: nov_2024_schema + warn-unpinned: false + + # - package: fivetran/apple_store_source + # version: 0.5.0-a1 \ No newline at end of file From 42cfa02ddf68074d0ba25b085e25c95c4ed83e15 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 13 Feb 2025 17:09:49 -0500 Subject: [PATCH 48/57] schema --- integration_tests/ci/sample.profiles.yml | 10 +++++----- integration_tests/dbt_project.yml | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/integration_tests/ci/sample.profiles.yml b/integration_tests/ci/sample.profiles.yml index 0c7ae4d..fdb3853 100644 --- a/integration_tests/ci/sample.profiles.yml +++ b/integration_tests/ci/sample.profiles.yml @@ -16,13 +16,13 @@ integration_tests: pass: "{{ env_var('CI_REDSHIFT_DBT_PASS') }}" dbname: "{{ env_var('CI_REDSHIFT_DBT_DBNAME') }}" port: 5439 - schema: apple_store_integration_tests_13 + schema: apple_store_integration_tests_14 threads: 8 bigquery: type: bigquery method: service-account-json project: 'dbt-package-testing' - schema: apple_store_integration_tests_13 + schema: apple_store_integration_tests_14 threads: 8 keyfile_json: "{{ env_var('GCLOUD_SERVICE_KEY') | as_native }}" snowflake: @@ -33,7 +33,7 @@ integration_tests: role: "{{ env_var('CI_SNOWFLAKE_DBT_ROLE') }}" database: "{{ env_var('CI_SNOWFLAKE_DBT_DATABASE') }}" warehouse: "{{ env_var('CI_SNOWFLAKE_DBT_WAREHOUSE') }}" - schema: apple_store_integration_tests_13 + schema: apple_store_integration_tests_14 threads: 8 postgres: type: postgres @@ -42,13 +42,13 @@ integration_tests: pass: "{{ env_var('CI_POSTGRES_DBT_PASS') }}" dbname: "{{ env_var('CI_POSTGRES_DBT_DBNAME') }}" port: 5432 - schema: apple_store_integration_tests_13 + schema: apple_store_integration_tests_14 threads: 8 databricks: catalog: "{{ env_var('CI_DATABRICKS_DBT_CATALOG') }}" host: "{{ env_var('CI_DATABRICKS_DBT_HOST') }}" http_path: "{{ env_var('CI_DATABRICKS_DBT_HTTP_PATH') }}" - schema: apple_store_integration_tests_13 + schema: apple_store_integration_tests_14 threads: 8 token: "{{ env_var('CI_DATABRICKS_DBT_TOKEN') }}" type: databricks \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index ce29eeb..61ec3ab 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -7,7 +7,7 @@ profile: 'integration_tests' vars: # apple_store__using_subscriptions: True # un-comment this line when generating docs! - apple_store_schema: apple_store_integration_tests_13 + apple_store_schema: apple_store_integration_tests_14 apple_store_source: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" From cb9818fc035ceceda3ca065603b67fc29177e29e Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 13 Feb 2025 17:13:21 -0500 Subject: [PATCH 49/57] modified seeds --- .../seeds/app_session_detailed_daily.csv | 22 +++++++++---------- ...iscovery_and_engagement_detailed_daily.csv | 22 +++++++++---------- .../app_store_download_detailed_daily.csv | 22 +++++++++---------- ...stallation_and_deletion_detailed_daily.csv | 22 +++++++++---------- 4 files changed, 44 insertions(+), 44 deletions(-) diff --git a/integration_tests/seeds/app_session_detailed_daily.csv b/integration_tests/seeds/app_session_detailed_daily.csv index aa048b6..a7d55af 100644 --- a/integration_tests/seeds/app_session_detailed_daily.csv +++ b/integration_tests/seeds/app_session_detailed_daily.csv @@ -1,11 +1,11 @@ -_fivetran_id,app_id,date,app_version,device,platform_version,source_type,page_type,app_download_date,territory,sessions,total_session_duration,unique_devices,source_info,page_title,_fivetran_synced -o5wEoLRdDH/NskmQrUaaZBKLaTM=,239587236,2024-11-08,329372.0,iPhone,iOS 17.6,App referrer,Product page,,US,14,797,5,source_website.com,Default Custom Product Page,2024-11-13 17:10:45.370 +00:00 -z5uCMEdxXVl3h0n+kYepEiVUtvo=,239587236,2024-11-09,120652.0,iPhone,iOS 16.7,App Store search,Product page,,IT,9,898,5,,Default Custom Product Page,2024-11-14 17:10:29.921 +00:00 -VbvXuJhvMfNLeK0uN1kG/9H1K3c=,239587236,2024-11-09,329372.0,iPhone,iOS 18.1,Web referrer,Product page,,TW,23,752,5,website.com,Default Custom Product Page,2024-11-14 17:10:32.333 +00:00 -xq+QCXmwomsV+hoAVUXQ53pVevY=,239587236,2024-11-10,329372.0,iPhone,iOS 17.6,App Store search,No page,2024-11-02,PT,18,306,5,,Default No Page,2024-11-15 17:15:52.331 +00:00 -Xa6PaV9l8ni0U6VGuNwSNMm7KdU=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,HK,15,3198,7,,Default No Page,2024-11-15 17:15:53.906 +00:00 -GF8h2QWP830nj8JLncVlc3ijoqA=,239587236,2024-11-10,329372.1,iPhone,iOS 17.6,App Store search,No page,2024-11-10,IL,20,2873,7,,Default No Page,2024-11-15 17:15:53.993 +00:00 -kGwZC0OxQTTlblE1X/H4KjUpFv8=,239587236,2024-11-10,120658.0,iPhone,iOS 18.0,App Store search,Product page,,IT,6,76,6,,Default Custom Product Page,2024-11-15 17:15:51.026 +00:00 -NgrBbeUJS4ydIChu1HbkUteIoM4=,239587236,2024-11-10,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,SE,6,358,5,source_website.com,Default Custom Product Page,2024-11-15 17:15:52.045 +00:00 -iSC24SA4YvjP88OUma5VAuqbAIk=,239587236,2024-11-10,120654.0,iPhone,iOS 16.7,App Store search,No page,,LB,85,15485,5,,Default No Page,2024-11-15 17:15:50.794 +00:00 -NSjp+2R/xirT0vO4JQMQfWDwEHk=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,GB,11,385,5,,Default No Page,2024-11-15 17:15:53.906 +00:00 +_fivetran_id,app_id,date,app_version,device,platform_version,source_type,page_type,app_download_date,territory,sessions,total_session_duration,unique_devices,_fivetran_synced +o5wEoLRdDH/NskmQrUaaZBKLaTM=,239587236,2024-11-08,329372.0,iPhone,iOS 17.6,App referrer,Product page,,US,14,797,5,2024-11-13 17:10:45.370 +00:00 +z5uCMEdxXVl3h0n+kYepEiVUtvo=,239587236,2024-11-09,120652.0,iPhone,iOS 16.7,App Store search,Product page,,IT,9,898,5,2024-11-14 17:10:29.921 +00:00 +VbvXuJhvMfNLeK0uN1kG/9H1K3c=,239587236,2024-11-09,329372.0,iPhone,iOS 18.1,Web referrer,Product page,,TW,23,752,5,2024-11-14 17:10:32.333 +00:00 +xq+QCXmwomsV+hoAVUXQ53pVevY=,239587236,2024-11-10,329372.0,iPhone,iOS 17.6,App Store search,No page,2024-11-02,PT,18,306,5,2024-11-15 17:15:52.331 +00:00 +Xa6PaV9l8ni0U6VGuNwSNMm7KdU=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,HK,15,3198,7,2024-11-15 17:15:53.906 +00:00 +GF8h2QWP830nj8JLncVlc3ijoqA=,239587236,2024-11-10,329372.1,iPhone,iOS 17.6,App Store search,No page,2024-11-10,IL,20,2873,7,2024-11-15 17:15:53.993 +00:00 +kGwZC0OxQTTlblE1X/H4KjUpFv8=,239587236,2024-11-10,120658.0,iPhone,iOS 18.0,App Store search,Product page,,IT,6,76,6,2024-11-15 17:15:51.026 +00:00 +NgrBbeUJS4ydIChu1HbkUteIoM4=,239587236,2024-11-10,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,SE,6,358,5,2024-11-15 17:15:52.045 +00:00 +iSC24SA4YvjP88OUma5VAuqbAIk=,239587236,2024-11-10,120654.0,iPhone,iOS 16.7,App Store search,No page,,LB,85,15485,5,2024-11-15 17:15:50.794 +00:00 +NSjp+2R/xirT0vO4JQMQfWDwEHk=,239587236,2024-11-10,329372.1,iPhone,iOS 17.4,App Store search,No page,,GB,11,385,5,2024-11-15 17:15:53.906 +00:00 diff --git a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv index 934b714..4872f2d 100644 --- a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv +++ b/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv @@ -1,11 +1,11 @@ -_fivetran_id,app_id,date,event,page_type,source_type,engagement_type,device,platform_version,territory,counts,unique_counts,page_title,source_info,_fivetran_synced -5SJIE4ZfUINJ3AI1T1A5AzRUqLc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 17.4,US,7,5,Default product page,website.com,2024-11-07 17:10:21.652 +00:00 -fTN+30viu9DOGf7xi0alJ3h3HMs=,239587236,2024-11-04,Page view,Store sheet,App Store browse,,iPhone,iOS 17.3,US,6,6,Default product page,,2024-11-07 17:10:18.235 +00:00 -9zmUs3grlpd8K7mhYs6t0P7GGBc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,US,5,5,Default product page,website_two.com,2024-11-07 17:10:21.376 +00:00 -Ar8iylQfK9915AfMCqvslNeqbco=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPad,iOS 16.7,FR,5,5,Default product page,website_two.com,2024-11-08 17:11:38.625 +00:00 -vRqeI3eSZtOtBqzLpWvtQXheFDI=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 17.6,CA,6,6,Default product page,,2024-11-08 17:11:38.572 +00:00 -pvCxArKHnaAFxuZf63/1PYKkiR4=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 18.0,GR,5,5,Default product page,,2024-11-08 17:11:40.033 +00:00 -6lXCI/W8NqhA3UsQQFvU58cuTZw=,239587236,2024-11-05,Impression,No page,App Store search,,iPhone,iOS 16.6,FR,5,5,Default product page,,2024-11-08 17:11:31.470 +00:00 -32rZ60OOHhVps86YhkBS3Z8+BiE=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.1,FR,5,5,Default product page,website.com,2024-11-08 17:11:31.699 +00:00 -Gm1Bl6Omn5JN2deWlmUAYpfjc/w=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 16.7,FR,11,5,Default product page,source_website.com,2024-11-08 17:11:34.334 +00:00 -pK52DqMhmHqf7bp6bWbAV159zDQ=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,FR,5,5,Default product page,website.com,2024-11-08 17:11:31.056 +00:00 +_fivetran_id,app_id,date,event,page_type,source_type,engagement_type,device,platform_version,territory,counts,unique_counts,_fivetran_synced +5SJIE4ZfUINJ3AI1T1A5AzRUqLc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 17.4,US,7,5,2024-11-07 17:10:21.652 +00:00 +fTN+30viu9DOGf7xi0alJ3h3HMs=,239587236,2024-11-04,Page view,Store sheet,App Store browse,,iPhone,iOS 17.3,US,6,6,2024-11-07 17:10:18.235 +00:00 +9zmUs3grlpd8K7mhYs6t0P7GGBc=,239587236,2024-11-04,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,US,5,5,2024-11-07 17:10:21.376 +00:00 +Ar8iylQfK9915AfMCqvslNeqbco=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPad,iOS 16.7,FR,5,5,2024-11-08 17:11:38.625 +00:00 +vRqeI3eSZtOtBqzLpWvtQXheFDI=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 17.6,CA,6,6,2024-11-08 17:11:38.572 +00:00 +pvCxArKHnaAFxuZf63/1PYKkiR4=,239587236,2024-11-05,Tap,Store sheet,App Store browse,Open,iPhone,iOS 18.0,GR,5,5,2024-11-08 17:11:40.033 +00:00 +6lXCI/W8NqhA3UsQQFvU58cuTZw=,239587236,2024-11-05,Impression,No page,App Store search,,iPhone,iOS 16.6,FR,5,5,2024-11-08 17:11:31.470 +00:00 +32rZ60OOHhVps86YhkBS3Z8+BiE=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.1,FR,5,5,2024-11-08 17:11:31.699 +00:00 +Gm1Bl6Omn5JN2deWlmUAYpfjc/w=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 16.7,FR,11,5,2024-11-08 17:11:34.334 +00:00 +pK52DqMhmHqf7bp6bWbAV159zDQ=,239587236,2024-11-05,Page view,Store sheet,App referrer,,iPhone,iOS 18.0,FR,5,5,2024-11-08 17:11:31.056 +00:00 diff --git a/integration_tests/seeds/app_store_download_detailed_daily.csv b/integration_tests/seeds/app_store_download_detailed_daily.csv index adb494d..c8d3aec 100644 --- a/integration_tests/seeds/app_store_download_detailed_daily.csv +++ b/integration_tests/seeds/app_store_download_detailed_daily.csv @@ -1,11 +1,11 @@ -_fivetran_id,app_id,date,download_type,app_version,device,platform_version,source_type,page_type,pre_order,territory,counts,source_info,page_title,_fivetran_synced -4wA7BEsAKZf8NT1FwxQRAi/GfSI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 18.1,Unavailable,No page,,DE,5,,No page,2024-11-02 17:08:20.343 +00:00 -eKdeGwYA7mc5y+dG/KIypR37d6U=,239587236,2024-10-31,Auto-update,120652.0,iPad,iOS 18.0,Unavailable,No page,,JP,5,,No page,2024-11-02 17:08:18.687 +00:00 -BkesX890oPBVMhTXQ/hiDdx6qtI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 17.6,Web referrer,Product page,,SI,5,website.com,Default custom product page,2024-11-02 17:08:18.158 +00:00 -Ropru4fq66wJDBlw8uX7S3Y8C3c=,239587236,2024-10-31,Auto-update,329372.0,Apple TV,tvOS 17.2,App Store search,No page,,AU,6,,No page,2024-11-02 17:08:23.535 +00:00 -O7UP8N94zIg8GGMIx9B+G1NdIso=,239587236,2024-10-31,Auto-update,329372.1,iPad,iOS 16.3,App Store search,No page,,MY,8,,No page,2024-11-02 17:08:20.909 +00:00 -0thg2HpfH+pyt51xfqsX2gjBqng=,239587236,2024-10-31,Auto-update,329372.1,Apple TV,tvOS 18.0,Unavailable,Product page,,AU,5,,Default custom product page,2024-11-02 17:08:23.298 +00:00 -rHAiOrf6uCyTLOQI83Sp/4U7I3w=,239587236,2024-10-31,Auto-update,120658.0,iPhone,iOS 18.1,App Store browse,No page,,HK,9,,No page,2024-11-02 17:08:25.364 +00:00 -lueVOUt20qfGZTy7okfwofpHWEw=,239587236,2024-10-31,Auto-update,329372.0,iPad,iOS 17.7,App referrer,Store sheet,,AU,5,source_website.com,Default custom product page,2024-11-02 17:08:21.313 +00:00 -QP/giakN+TvGdJeYYUri1dZ9eAU=,239587236,2024-10-31,Manual update,120654.0,iPhone,iOS 17.5,Unavailable,No page,,MY,5,,No page,2024-11-02 17:08:20.541 +00:00 -jB997hDHmq8fhclBbRLme9x+S2I=,239587236,2024-10-31,Auto-update,329372.1,iPhone,iOS 17.6,Unavailable,Product page,,PT,5,,Default custom product page,2024-11-02 17:08:24.920 +00:00 +_fivetran_id,app_id,date,download_type,app_version,device,platform_version,source_type,page_type,pre_order,territory,counts,_fivetran_synced +BkesX890oPBVMhTXQ/hiDdx6qtI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 17.6,Web referrer,Product page,,SI,5,2024-11-02 17:08:18.158 +00:00 +0thg2HpfH+pyt51xfqsX2gjBqng=,239587236,2024-10-31,Auto-update,329372.1,Apple TV,tvOS 18.0,Unavailable,Product page,,AU,5,2024-11-02 17:08:23.298 +00:00 +lueVOUt20qfGZTy7okfwofpHWEw=,239587236,2024-10-31,Auto-update,329372.0,iPad,iOS 17.7,App referrer,Store sheet,,AU,5,2024-11-02 17:08:21.313 +00:00 +jB997hDHmq8fhclBbRLme9x+S2I=,239587236,2024-10-31,Auto-update,329372.1,iPhone,iOS 17.6,Unavailable,Product page,,PT,5,2024-11-02 17:08:24.920 +00:00 +4wA7BEsAKZf8NT1FwxQRAi/GfSI=,239587236,2024-10-31,Auto-update,329372.0,iPhone,iOS 18.1,Unavailable,No page,,DE,5,2024-11-02 17:08:20.343 +00:00 +eKdeGwYA7mc5y+dG/KIypR37d6U=,239587236,2024-10-31,Auto-update,120652.0,iPad,iOS 18.0,Unavailable,No page,,JP,5,2024-11-02 17:08:18.687 +00:00 +Ropru4fq66wJDBlw8uX7S3Y8C3c=,239587236,2024-10-31,Auto-update,329372.0,Apple TV,tvOS 17.2,App Store search,No page,,AU,6,2024-11-02 17:08:23.535 +00:00 +O7UP8N94zIg8GGMIx9B+G1NdIso=,239587236,2024-10-31,Auto-update,329372.1,iPad,iOS 16.3,App Store search,No page,,MY,8,2024-11-02 17:08:20.909 +00:00 +rHAiOrf6uCyTLOQI83Sp/4U7I3w=,239587236,2024-10-31,Auto-update,120658.0,iPhone,iOS 18.1,App Store browse,No page,,HK,9,2024-11-02 17:08:25.364 +00:00 +QP/giakN+TvGdJeYYUri1dZ9eAU=,239587236,2024-10-31,Manual update,120654.0,iPhone,iOS 17.5,Unavailable,No page,,MY,5,2024-11-02 17:08:20.541 +00:00 diff --git a/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv b/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv index c138918..eab84a9 100644 --- a/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv +++ b/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv @@ -1,11 +1,11 @@ -_fivetran_id,app_id,date,event,download_type,app_version,device,platform_version,source_type,page_type,app_download_date,territory,counts,unique_devices,source_info,page_title,_fivetran_synced -rLTCNO6J9D59i7ffRhp+E5EyleQ=,239587236,2024-11-11,Install,Manual update,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,AU,5,5,source_website.com,Default Custom Product Page,2024-11-16 17:09:33.790 +00:00 -4NMQBTa2qQSIR9OAJEoekOzqANM=,239587236,2024-11-11,Install,Manual update,329372.1,iPhone,iOS 18.1,App Store browse,No page,2024-10-24,MX,6,6,,Default No Page,2024-11-16 17:09:34.269 +00:00 -TGwYHBcBQrDPz5kyrHqwRquf2Pc=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 18.0,App Store search,No page,,CR,5,5,,Default No Page,2024-11-18 05:10:16.445 +00:00 -QnICsNy0tjs++YD8Jd/gKnkVqr8=,239587236,2024-11-12,Install,Redownload,329372.1,iPhone,iOS 18.0,App Store browse,No page,2024-11-11,US,12,5,,Default No Page,2024-11-18 05:10:17.222 +00:00 -4tfCNvQ77h0QLLhbIfilFbxr4Oo=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.7,App Store search,No page,,KR,8,6,,Default No Page,2024-11-18 05:10:16.576 +00:00 -Vki6Z8OPqh87H8+vc0ISkQ5S9aU=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 17.6,Unavailable,No page,,SG,7,7,,Default No Page,2024-11-18 05:10:16.424 +00:00 -uYwjMGDUKeWHsgF0G6BBREsc8gg=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 18.0,App Store search,Product page,,US,50,45,,Default Custom Product Page,2024-11-18 05:10:16.605 +00:00 -53TtP8bqpftYRBqkTsZLXsnjG2A=,239587236,2024-11-12,Install,Manual update,329372.1,iPhone,iOS 18.1,Unavailable,No page,,TR,23,20,,Default No Page,2024-11-18 05:10:17.173 +00:00 -hpZC6khrDuFKOt5BHC8E4yxeunY=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.6,App Store browse,No page,,AU,16,16,,Default No Page,2024-11-18 05:10:16.529 +00:00 -DjTfw5IHcig1bhl3leRb5SExOis=,239587236,2025-01-27,Delete,,120670.0,iPhone,iOS 18.2,App Store browse,No page,,US,6,6,,Default No Page,2025-01-28 17:09:31.693 +00:00 +_fivetran_id,app_id,date,event,download_type,app_version,device,platform_version,source_type,page_type,app_download_date,territory,counts,unique_devices,_fivetran_synced +rLTCNO6J9D59i7ffRhp+E5EyleQ=,239587236,2024-11-11,Install,Manual update,329372.0,iPhone,iOS 17.5,Web referrer,Product page,,AU,5,5,2024-11-16 17:09:33.790 +00:00 +4NMQBTa2qQSIR9OAJEoekOzqANM=,239587236,2024-11-11,Install,Manual update,329372.1,iPhone,iOS 18.1,App Store browse,No page,2024-10-24,MX,6,6,2024-11-16 17:09:34.269 +00:00 +TGwYHBcBQrDPz5kyrHqwRquf2Pc=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 18.0,App Store search,No page,,CR,5,5,2024-11-18 05:10:16.445 +00:00 +QnICsNy0tjs++YD8Jd/gKnkVqr8=,239587236,2024-11-12,Install,Redownload,329372.1,iPhone,iOS 18.0,App Store browse,No page,2024-11-11,US,12,5,2024-11-18 05:10:17.222 +00:00 +4tfCNvQ77h0QLLhbIfilFbxr4Oo=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.7,App Store search,No page,,KR,8,6,2024-11-18 05:10:16.576 +00:00 +Vki6Z8OPqh87H8+vc0ISkQ5S9aU=,239587236,2024-11-12,Install,Manual update,329372.0,iPhone,iOS 17.6,Unavailable,No page,,SG,7,7,2024-11-18 05:10:16.424 +00:00 +uYwjMGDUKeWHsgF0G6BBREsc8gg=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 18.0,App Store search,Product page,,US,50,45,2024-11-18 05:10:16.605 +00:00 +53TtP8bqpftYRBqkTsZLXsnjG2A=,239587236,2024-11-12,Install,Manual update,329372.1,iPhone,iOS 18.1,Unavailable,No page,,TR,23,20,2024-11-18 05:10:17.173 +00:00 +hpZC6khrDuFKOt5BHC8E4yxeunY=,239587236,2024-11-12,Install,Manual update,329372.1,iPad,iOS 17.6,App Store browse,No page,,AU,16,16,2024-11-18 05:10:16.529 +00:00 +DjTfw5IHcig1bhl3leRb5SExOis=,239587236,2025-01-27,Delete,,120670.0,iPhone,iOS 18.2,App Store browse,No page,,US,6,6,2025-01-28 17:09:31.693 +00:00 From 9dda153d2f7aa0b0a5cb27ab1c17eddc7f0886fe Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 13 Feb 2025 17:16:15 -0500 Subject: [PATCH 50/57] change name of int model bs same as downsteam in app reporting --- models/apple_store__overview_report.sql | 2 +- .../{int_apple_store__overview.sql => int_apple_store__app.sql} | 0 2 files changed, 1 insertion(+), 1 deletion(-) rename models/intermediate/overview/{int_apple_store__overview.sql => int_apple_store__app.sql} (100%) diff --git a/models/apple_store__overview_report.sql b/models/apple_store__overview_report.sql index e5ed366..456a50b 100644 --- a/models/apple_store__overview_report.sql +++ b/models/apple_store__overview_report.sql @@ -109,7 +109,7 @@ subscription_events as ( -- Unifying all dimension values before aggregation reporting_grain as ( select * - from {{ ref('int_apple_store__overview') }} + from {{ ref('int_apple_store__app') }} ), -- Final aggregation using reporting grain diff --git a/models/intermediate/overview/int_apple_store__overview.sql b/models/intermediate/overview/int_apple_store__app.sql similarity index 100% rename from models/intermediate/overview/int_apple_store__overview.sql rename to models/intermediate/overview/int_apple_store__app.sql From 8076c4678ff78cf3671402f5cf116efacd0986dd Mon Sep 17 00:00:00 2001 From: Renee Li Date: Fri, 14 Feb 2025 17:17:34 -0500 Subject: [PATCH 51/57] updates, add bit about detailed vs standard, update min date --- DECISIONLOG.md | 5 ++++- dbt_project.yml | 8 ++++---- docs/catalog.json | 2 +- docs/manifest.json | 2 +- integration_tests/dbt_project.yml | 8 ++++---- ...daily.csv => app_session_standard_daily.csv} | 0 ...discovery_and_engagement_standard_daily.csv} | 0 ...sv => app_store_download_standard_daily.csv} | 0 ...nstallation_and_deletion_standard_daily.csv} | 0 .../int_apple_store__date_spine.sql | 17 ++++++----------- ...le_store__discovery_and_engagement_daily.sql | 6 ++---- .../int_apple_store__download_daily.sql | 6 ++---- ...e_store__installation_and_deletion_daily.sql | 6 ++---- .../int_apple_store__session_daily.sql | 6 ++---- 14 files changed, 28 insertions(+), 38 deletions(-) rename integration_tests/seeds/{app_session_detailed_daily.csv => app_session_standard_daily.csv} (100%) rename integration_tests/seeds/{app_store_discovery_and_engagement_detailed_daily.csv => app_store_discovery_and_engagement_standard_daily.csv} (100%) rename integration_tests/seeds/{app_store_download_detailed_daily.csv => app_store_download_standard_daily.csv} (100%) rename integration_tests/seeds/{app_store_installation_and_deletion_detailed_daily.csv => app_store_installation_and_deletion_standard_daily.csv} (100%) diff --git a/DECISIONLOG.md b/DECISIONLOG.md index 0f6eabf..4702f50 100644 --- a/DECISIONLOG.md +++ b/DECISIONLOG.md @@ -6,4 +6,7 @@ In creating this package, which is meant for a wide range of use cases, we had t We chose not to include this metric in the end reporting models because we create them from daily tables directly from the Apple App Store. Therefore we do not have insight into how to de-duplicate counts that would ensure devices don't get accounted for more than once over 30 days. However, if you would like to see this field supported in the future, feel free to comment or follow this respective [Github thread](https://github.com/fivetran/dbt_apple_store/issues/33). ## Subscriptions Report -This model will **not** tie out to the Apple UI's Subscriptions as there currently isn't a clear way to map the current subscription events to how Apple calculates and group their events together. [(source)](https://help.apple.com/app-store-connect/#/itc484ef82a0) \ No newline at end of file +This model will **not** tie out to the Apple UI's Subscriptions as there currently isn't a clear way to map the current subscription events to how Apple calculates and group their events together. [(source)](https://help.apple.com/app-store-connect/#/itc484ef82a0) + +## Standard vs Detailed Reports +Apple offers 2 versions of daily reports, standard and detailed. We chose to develop our data models with the standard reports. According to the [Apple documentation](https://developer.apple.com/documentation/analytics-reports/app-installs), standard reports include fields not easily related to uniquely identifiable user data. In other words, standard reports aggregate data to protect user privacy by ensuring that only summary-level, thresholded metrics are exposed, making it harder to re-identify individual users. Detailed reports include all fields and also include additional privacy measures for the data, to help protect uniquely identifiable information for individuals. In other words, certain records from detailed reports may be withheld if aggregate counts are too low and present a risk of privacy exposure. Therefore, we chose to work with the standard reports, in order to avoid potential undercounting. \ No newline at end of file diff --git a/dbt_project.yml b/dbt_project.yml index 6b95717..d086ba5 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -9,11 +9,11 @@ vars: sales_subscription_events: "{{ ref('stg_apple_store__sales_subscription_events') }}" sales_subscription_summary: "{{ ref('stg_apple_store__sales_subscription_summary') }}" apple_store_country_codes: "{{ ref('apple_store_country_codes') }}" - app_store_discovery_and_engagement_detailed_daily: "{{ ref('stg_apple_store__app_store_discovery_and_engagement_daily')}}" + app_store_discovery_and_engagement_standard_daily: "{{ ref('stg_apple_store__app_store_discovery_and_engagement_daily')}}" app_crash_daily: "{{ ref('stg_apple_store__app_crash_daily')}}" - app_store_download_detailed_daily: "{{ ref('stg_apple_store__app_store_download_daily')}}" - app_session_detailed_daily: "{{ ref('stg_apple_store__app_session_daily')}}" - app_store_installation_and_deletion_detailed_daily: "{{ ref('stg_apple_store__app_store_installation_and_deletion_daily')}}" + app_store_download_standard_daily: "{{ ref('stg_apple_store__app_store_download_daily')}}" + app_session_standard_daily: "{{ ref('stg_apple_store__app_session_daily')}}" + app_store_installation_and_deletion_standard_daily: "{{ ref('stg_apple_store__app_store_installation_and_deletion_daily')}}" apple_store__subscription_events: - 'Renew' - 'Cancel' diff --git a/docs/catalog.json b/docs/catalog.json index 184918f..c532dfc 100644 --- a/docs/catalog.json +++ b/docs/catalog.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.7.9", "generated_at": "2025-02-11T23:12:44.024030Z", "invocation_id": "7b5dd99a-5e93-414c-811b-b57274de4196", "env": {}}, "nodes": {"seed.apple_store_integration_tests.app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13", "name": 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"name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 8, "name": "standard_subscription_duration", "comment": null}, "customer_price": {"type": "double precision", "index": 9, "name": "customer_price", "comment": null}, "customer_currency": {"type": "text", "index": 10, "name": "customer_currency", "comment": null}, "developer_proceeds": {"type": "double precision", "index": 11, "name": "developer_proceeds", "comment": null}, "proceeds_currency": {"type": "text", "index": 12, "name": "proceeds_currency", "comment": null}, "preserved_pricing": {"type": "text", "index": 13, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 14, "name": "proceeds_reason", "comment": null}, "subscription_offer_name": {"type": "text", "index": 15, "name": "subscription_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 16, "name": "promotional_offer_id", "comment": null}, "state": 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"owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "active_devices": {"type": "numeric", "index": 8, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 9, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 10, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 11, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__app_version_report"}, "model.apple_store.apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__device_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and device", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "impressions": {"type": "numeric", "index": 7, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 8, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 9, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 10, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "crashes": {"type": "numeric", "index": 11, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 23, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 24, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 25, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__device_report"}, "model.apple_store.apple_store__overview_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__overview_report", "database": "postgres", "comment": "Each record represents daily metrics for each app_id", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 3, "name": "app_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__app_version_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store.int_apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "device": {"type": "text", "index": 4, "name": "device", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__device_report"}, "model.apple_store.int_apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__platform_version_report"}, "model.apple_store.int_apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 4, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__source_type_report"}, "model.apple_store.int_apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": null}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": null}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": null}, "country": {"type": "text", "index": 6, "name": "country", "comment": null}, "state": {"type": "text", "index": 7, "name": "state", "comment": null}, "source_relation": {"type": "text", "index": 8, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__subscription_report"}, "model.apple_store.int_apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "territory": {"type": "text", "index": 4, "name": "territory", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__territory_report"}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "database": "postgres", "comment": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 16, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 3, "name": "app_name", "comment": "Application Name."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app"}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"id": {"type": "integer", "index": 1, "name": "id", "comment": null}, "name": {"type": "text", "index": 2, "name": "name", "comment": null}, "primary_locale": {"type": "text", "index": 3, "name": "primary_locale", "comment": null}, "content_rights_declaration": {"type": "text", "index": 4, "name": "content_rights_declaration", "comment": null}, "was_made_for_kids": {"type": "integer", "index": 5, "name": "was_made_for_kids", "comment": null}, "subscription_status_url": {"type": "text", "index": 6, "name": "subscription_status_url", "comment": null}, "subscription_status_url_version": {"type": "text", "index": 7, "name": "subscription_status_url_version", "comment": null}, "subscription_status_url_for_sandbox": {"type": "text", "index": 8, "name": "subscription_status_url_for_sandbox", "comment": null}, "subscription_status_url_version_for_sandbox": {"type": "text", "index": 9, "name": "subscription_status_url_version_for_sandbox", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 10, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "database": "postgres", "comment": "Contains daily metrics on how users discover and engage with your app on the App Store.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "page_title": {"type": "text", "index": 13, "name": "page_title", "comment": null}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 14, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 15, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "source_info": {"type": "text", "index": 13, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 14, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "source_info": {"type": "text", "index": 16, "name": "source_info", "comment": "The app referrer or web referrer that led the user to discover the app."}, "page_title": {"type": "text", "index": 17, "name": "page_title", "comment": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "source_info": {"type": "text", "index": 15, "name": "source_info", "comment": null}, "page_title": {"type": "text", "index": 16, "name": "page_title", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 17, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 23, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 24, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 25, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 26, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 27, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 28, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 29, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 30, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 31, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 32, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 33, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 22, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 24, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 27, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 30, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 31, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 32, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 33, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 34, "name": "free_trial_offer_code_subscriptions", "comment": "The number of free trial offer code subscriptions."}, "pay_up_front_offer_code_subscriptions": {"type": "integer", "index": 35, "name": "pay_up_front_offer_code_subscriptions", "comment": "The number of pay-up-front offer code subscriptions."}, "pay_as_you_go_offer_code_subscriptions": {"type": "integer", "index": 36, "name": "pay_as_you_go_offer_code_subscriptions", "comment": "The number of pay-as-you-go offer code subscriptions."}, "subscribers": {"type": "integer", "index": 37, "name": "subscribers", "comment": "The number of subscribers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"metadata": {"type": "VIEW", "schema": 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Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 19, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 20, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 21, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 22, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. 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If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "impressions": {"type": "numeric", "index": 5, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 6, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 11, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 12, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 13, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 15, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 16, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 17, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 18, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 19, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 20, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 21, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__overview_report"}, "model.apple_store.apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__platform_version_report", "database": "postgres", "comment": "Each record represents daily metrics for each by app_id, source_type and platform version", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "numeric", "index": 7, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "impressions": {"type": "numeric", "index": 8, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 9, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 10, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 11, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 12, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 13, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 14, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 15, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 16, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 17, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 18, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__platform_version_report"}, "model.apple_store.apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__source_type_report", "database": "postgres", "comment": "Each record represents daily metrics by app_id and source_type", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "impressions": {"type": "numeric", "index": 6, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "page_views": {"type": "numeric", "index": 7, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "first_time_downloads": {"type": "numeric", "index": 8, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 9, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 10, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "deletions": {"type": "numeric", "index": 11, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 12, "name": "installations", "comment": "The number of times your app is installed."}, "active_devices": {"type": "numeric", "index": 13, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "sessions": {"type": "numeric", "index": 14, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__source_type_report"}, "model.apple_store.apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__subscription_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 3, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 5, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "state": {"type": "text", "index": 8, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "region": {"type": "character varying(255)", "index": 9, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 10, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "source_relation": {"type": "text", "index": 11, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "active_free_trial_introductory_offer_subscriptions": {"type": "bigint", "index": 12, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "bigint", "index": 13, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "bigint", "index": 14, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_standard_price_subscriptions": {"type": "bigint", "index": 15, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "event_renew": {"type": "bigint", "index": 16, "name": "event_renew", "comment": null}, "event_cancel": {"type": "bigint", "index": 17, "name": "event_cancel", "comment": null}, "event_subscribe": {"type": "bigint", "index": 18, "name": "event_subscribe", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__subscription_report"}, "model.apple_store.apple_store__territory_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__territory_report", "database": "postgres", "comment": "Each record represents daily subscription metrics by app_id, source_type and territory", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 3, "name": "app_id", "comment": "Application ID."}, "app_name": {"type": "text", "index": 4, "name": "app_name", "comment": "Application Name."}, "source_type": {"type": "text", "index": 5, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "territory_long": {"type": "character varying(255)", "index": 6, "name": "territory_long", "comment": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "territory_short": {"type": "text", "index": 7, "name": "territory_short", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "region": {"type": "character varying(255)", "index": 8, "name": "region", "comment": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "sub_region": {"type": "character varying(255)", "index": 9, "name": "sub_region", "comment": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "impressions": {"type": "numeric", "index": 10, "name": "impressions", "comment": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "impressions_unique_device": {"type": "numeric", "index": 11, "name": "impressions_unique_device", "comment": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "page_views": {"type": "numeric", "index": 12, "name": "page_views", "comment": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "page_views_unique_device": {"type": "numeric", "index": 13, "name": "page_views_unique_device", "comment": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "first_time_downloads": {"type": "numeric", "index": 14, "name": "first_time_downloads", "comment": "The number of first time downloads for your app."}, "redownloads": {"type": "numeric", "index": 15, "name": "redownloads", "comment": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "total_downloads": {"type": "numeric", "index": 16, "name": "total_downloads", "comment": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "active_devices": {"type": "numeric", "index": 17, "name": "active_devices", "comment": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "deletions": {"type": "numeric", "index": 18, "name": "deletions", "comment": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "installations": {"type": "numeric", "index": 19, "name": "installations", "comment": "The number of times your app is installed."}, "sessions": {"type": "numeric", "index": 20, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.apple_store__territory_report"}, "model.apple_store.int_apple_store__app_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app_version_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "app_version": {"type": "text", "index": 3, "name": "app_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__app_version_report"}, "model.apple_store.int_apple_store__date_spine": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__date_spine", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__date_spine"}, "model.apple_store.int_apple_store__device_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "device": {"type": "text", "index": 4, "name": "device", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__device_report"}, "model.apple_store.int_apple_store__platform_version_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "platform_version": {"type": "text", "index": 3, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 4, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 5, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__platform_version_report"}, "model.apple_store.int_apple_store__source_type_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__source_type_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "app_id": {"type": "bigint", "index": 2, "name": "app_id", "comment": null}, "source_type": {"type": "text", "index": 3, "name": "source_type", "comment": null}, "source_relation": {"type": "text", "index": 4, "name": "source_relation", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store.int_apple_store__source_type_report"}, "model.apple_store.int_apple_store__subscription_report": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__subscription_report", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"date_day": {"type": "date", "index": 1, "name": "date_day", "comment": null}, "vendor_number": {"type": "integer", "index": 2, 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If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "A null field for crash data, but created to assist with joins downstream."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "crashes": {"type": "bigint", "index": 9, "name": "crashes", "comment": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "unique_devices": {"type": "bigint", "index": 10, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "text", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "crashes": {"type": "integer", "index": 7, "name": "crashes", "comment": null}, "unique_devices": {"type": "integer", "index": 8, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 9, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp"}, "model.apple_store_source.stg_apple_store__app_session_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_session_daily", "database": "postgres", "comment": "Provides standard daily metrics on user sessions within your app, including session duration and device information.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "app_version": {"type": "text", "index": 5, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 6, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 10, "name": "app_download_date", "comment": "Date when the app was downloaded on the user's device."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "sessions": {"type": "bigint", "index": 12, "name": "sessions", "comment": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "total_session_duration": {"type": "bigint", "index": 13, "name": "total_session_duration", "comment": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "unique_devices": {"type": "bigint", "index": 14, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily"}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "app_version": {"type": "double precision", "index": 4, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 5, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 6, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 8, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 9, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "sessions": {"type": "integer", "index": 11, "name": "sessions", "comment": null}, "total_session_duration": {"type": "integer", "index": 12, "name": "total_session_duration", "comment": null}, "unique_devices": {"type": "integer", "index": 13, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 14, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp"}, "model.apple_store_source.stg_apple_store__app_store_app": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_app", "database": "postgres", "comment": "Table containing data about your application(s)", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. 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If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "page_type": {"type": "text", "index": 6, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "source_type": {"type": "text", "index": 7, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "engagement_type": {"type": "text", "index": 8, "name": "engagement_type", "comment": "The type of user engagement action (e.g., Tap, Scroll)."}, "device": {"type": "text", "index": 9, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 10, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 12, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_counts": {"type": "bigint", "index": 13, "name": "unique_counts", "comment": "The number of unique devices associated with the event."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "page_type": {"type": "text", "index": 5, "name": "page_type", "comment": null}, "source_type": {"type": "text", "index": 6, "name": "source_type", "comment": null}, "engagement_type": {"type": "text", "index": 7, "name": "engagement_type", "comment": null}, "device": {"type": "text", "index": 8, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": null}, "territory": {"type": "text", "index": 10, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 11, "name": "counts", "comment": null}, "unique_counts": {"type": "integer", "index": 12, "name": "unique_counts", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 13, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "database": "postgres", "comment": "Contains standard daily metrics on app downloads, including download types and sources.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 6, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 7, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "pre_order": {"type": "text", "index": 11, "name": "pre_order", "comment": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 13, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "download_type": {"type": "text", "index": 4, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 5, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 6, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 7, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 8, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 9, "name": "page_type", "comment": null}, "pre_order": {"type": "integer", "index": 10, "name": "pre_order", "comment": null}, "territory": {"type": "text", "index": 11, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 12, "name": "counts", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 13, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "database": "postgres", "comment": "Contains standard daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "_fivetran_id": {"type": "text", "index": 2, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "date_day": {"type": "date", "index": 3, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "app_id": {"type": "bigint", "index": 4, "name": "app_id", "comment": "Application ID."}, "event": {"type": "text", "index": 5, "name": "event", "comment": "The type of usage event that occurred."}, "download_type": {"type": "text", "index": 6, "name": "download_type", "comment": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "app_version": {"type": "text", "index": 7, "name": "app_version", "comment": "The app version of the app that the user is engaging with."}, "device": {"type": "text", "index": 8, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "platform_version": {"type": "text", "index": 9, "name": "platform_version", "comment": "The platform version of the device engaging with your app."}, "source_type": {"type": "text", "index": 10, "name": "source_type", "comment": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "page_type": {"type": "text", "index": 11, "name": "page_type", "comment": "The page type which led the user to discover your app."}, "app_download_date": {"type": "date", "index": 12, "name": "app_download_date", "comment": "The date when the user originally downloaded the app on their device."}, "territory": {"type": "text", "index": 13, "name": "territory", "comment": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "counts": {"type": "bigint", "index": 14, "name": "counts", "comment": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "unique_devices": {"type": "bigint", "index": 15, "name": "unique_devices", "comment": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "app_id": {"type": "integer", "index": 2, "name": "app_id", "comment": null}, "date": {"type": "date", "index": 3, "name": "date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "download_type": {"type": "text", "index": 5, "name": "download_type", "comment": null}, "app_version": {"type": "double precision", "index": 6, "name": "app_version", "comment": null}, "device": {"type": "text", "index": 7, "name": "device", "comment": null}, "platform_version": {"type": "text", "index": 8, "name": "platform_version", "comment": null}, "source_type": {"type": "text", "index": 9, "name": "source_type", "comment": null}, "page_type": {"type": "text", "index": 10, "name": "page_type", "comment": null}, "app_download_date": {"type": "date", "index": 11, "name": "app_download_date", "comment": null}, "territory": {"type": "text", "index": 12, "name": "territory", "comment": null}, "counts": {"type": "integer", "index": 13, "name": "counts", "comment": null}, "unique_devices": {"type": "integer", "index": 14, "name": "unique_devices", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 15, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "database": "postgres", "comment": "Daily subscription event report by app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "event": {"type": "text", "index": 7, "name": "event", "comment": "The type of usage event that occurred."}, "subscription_name": {"type": "text", "index": 8, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 9, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 10, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 11, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "subscription_offer_type": {"type": "text", "index": 12, "name": "subscription_offer_type", "comment": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "subscription_offer_duration": {"type": "text", "index": 13, "name": "subscription_offer_duration", "comment": "The duration of the subscription offer (e.g., 7 Days)."}, "marketing_opt_in": {"type": "text", "index": 14, "name": "marketing_opt_in", "comment": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "marketing_opt_in_duration": {"type": "text", "index": 15, "name": "marketing_opt_in_duration", "comment": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "preserved_pricing": {"type": "text", "index": 16, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 17, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "promotional_offer_name": {"type": "text", "index": 18, "name": "promotional_offer_name", "comment": "The name of the promotional offer."}, "promotional_offer_id": {"type": "text", "index": 19, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "consecutive_paid_periods": {"type": "integer", "index": 20, "name": "consecutive_paid_periods", "comment": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "original_start_date": {"type": "date", "index": 21, "name": "original_start_date", "comment": "The original start date of the subscription."}, "device": {"type": "text", "index": 22, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 23, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 24, "name": "client", "comment": "The client associated with the subscription."}, "state": {"type": "text", "index": 25, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 26, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "previous_subscription_name": {"type": "text", "index": 27, "name": "previous_subscription_name", "comment": "The name of the previous subscription."}, "previous_subscription_apple_id": {"type": "integer", "index": 28, "name": "previous_subscription_apple_id", "comment": "The Apple ID of the previous subscription."}, "days_before_canceling": {"type": "integer", "index": 29, "name": "days_before_canceling", "comment": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "cancellation_reason": {"type": "text", "index": 30, "name": "cancellation_reason", "comment": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "days_canceled": {"type": "integer", "index": 31, "name": "days_canceled", "comment": "For reactivate events, the number of days ago that the subscriber canceled."}, "quantity": {"type": "integer", "index": 32, "name": "quantity", "comment": "Number of events with the same values for the other fields."}, "paid_service_days_recovered": {"type": "integer", "index": 33, "name": "paid_service_days_recovered", "comment": "The estimated number of paid service days recovered due to Billing Grace Period."}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"metadata": {"type": "VIEW", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "database": "postgres", "comment": null, "owner": "pguser"}, "columns": {"_fivetran_id": {"type": "text", "index": 1, "name": "_fivetran_id", "comment": null}, "vendor_number": {"type": "integer", "index": 2, "name": "vendor_number", "comment": null}, "event_date": {"type": "date", "index": 3, "name": "event_date", "comment": null}, "event": {"type": "text", "index": 4, "name": "event", "comment": null}, "app_name": {"type": "text", "index": 5, "name": "app_name", "comment": null}, "app_apple_id": {"type": "integer", "index": 6, "name": "app_apple_id", "comment": null}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": null}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": null}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": null}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": null}, "subscription_offer_type": {"type": "text", "index": 11, "name": "subscription_offer_type", "comment": null}, "subscription_offer_duration": {"type": "text", "index": 12, "name": "subscription_offer_duration", "comment": null}, "marketing_opt_in": {"type": "text", "index": 13, "name": "marketing_opt_in", "comment": null}, "marketing_opt_in_duration": {"type": "text", "index": 14, "name": "marketing_opt_in_duration", "comment": null}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": null}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": null}, "promotional_offer_name": {"type": "text", "index": 17, "name": "promotional_offer_name", "comment": null}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": null}, "consecutive_paid_periods": {"type": "integer", "index": 19, "name": "consecutive_paid_periods", "comment": null}, "original_start_date": {"type": "date", "index": 20, "name": "original_start_date", "comment": null}, "device": {"type": "text", "index": 21, "name": "device", "comment": null}, "client": {"type": "text", "index": 22, "name": "client", "comment": null}, "state": {"type": "text", "index": 23, "name": "state", "comment": null}, "country": {"type": "text", "index": 24, "name": "country", "comment": null}, "previous_subscription_name": {"type": "text", "index": 25, "name": "previous_subscription_name", "comment": null}, "previous_subscription_apple_id": {"type": "integer", "index": 26, "name": "previous_subscription_apple_id", "comment": null}, "days_before_canceling": {"type": "integer", "index": 27, "name": "days_before_canceling", "comment": null}, "cancellation_reason": {"type": "text", "index": 28, "name": "cancellation_reason", "comment": null}, "days_canceled": {"type": "integer", "index": 29, "name": "days_canceled", "comment": null}, "quantity": {"type": "integer", "index": 30, "name": "quantity", "comment": null}, "paid_service_days_recovered": {"type": "integer", "index": 31, "name": "paid_service_days_recovered", "comment": null}, "_fivetran_synced": {"type": "timestamp without time zone", "index": 32, "name": "_fivetran_synced", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"metadata": {"type": "BASE TABLE", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "database": "postgres", "comment": "Daily subscription summary report by app name, country, state and subscription name; this model is aggregated by date, app_name, country, state and subscription_name for easier transformations in the modeling package.", "owner": "pguser"}, "columns": {"source_relation": {"type": "text", "index": 1, "name": "source_relation", "comment": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "date_day": {"type": "date", "index": 2, "name": "date_day", "comment": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "_fivetran_id": {"type": "text", "index": 3, "name": "_fivetran_id", "comment": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "vendor_number": {"type": "integer", "index": 4, "name": "vendor_number", "comment": "The vendor number associated with the subscription event or summary."}, "app_apple_id": {"type": "integer", "index": 5, "name": "app_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "app_name": {"type": "text", "index": 6, "name": "app_name", "comment": "Application Name."}, "subscription_name": {"type": "text", "index": 7, "name": "subscription_name", "comment": "The subscription name associated with the subscription event metric or subscription summary metric."}, "subscription_apple_id": {"type": "integer", "index": 8, "name": "subscription_apple_id", "comment": "Apple ID of your subscription\u2019s parent app."}, "subscription_group_id": {"type": "integer", "index": 9, "name": "subscription_group_id", "comment": "The group ID of the subscription."}, "standard_subscription_duration": {"type": "text", "index": 10, "name": "standard_subscription_duration", "comment": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "customer_price": {"type": "double precision", "index": 11, "name": "customer_price", "comment": "The price paid by the customer."}, "customer_currency": {"type": "text", "index": 12, "name": "customer_currency", "comment": "Three-character ISO code indicating the customer\u2019s currency."}, "developer_proceeds": {"type": "double precision", "index": 13, "name": "developer_proceeds", "comment": "The proceeds for each item delivered."}, "proceeds_currency": {"type": "text", "index": 14, "name": "proceeds_currency", "comment": "The currency of the developer proceeds."}, "preserved_pricing": {"type": "text", "index": 15, "name": "preserved_pricing", "comment": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "proceeds_reason": {"type": "text", "index": 16, "name": "proceeds_reason", "comment": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "subscription_offer_name": {"type": "text", "index": 17, "name": "subscription_offer_name", "comment": "The name of the subscription offer."}, "promotional_offer_id": {"type": "text", "index": 18, "name": "promotional_offer_id", "comment": "The ID of the promotional offer."}, "state": {"type": "text", "index": 19, "name": "state", "comment": "The state associated with the subscription event metrics or subscription summary metrics."}, "country": {"type": "text", "index": 20, "name": "country", "comment": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "device": {"type": "text", "index": 21, "name": "device", "comment": "Device type associated with the respective metric(s)."}, "source_type": {"type": "text", "index": 22, "name": "source_type", "comment": "A null field for this subscription data, but created to assist with joins downstream."}, "client": {"type": "text", "index": 23, "name": "client", "comment": "The client associated with the subscription."}, "active_standard_price_subscriptions": {"type": "integer", "index": 24, "name": "active_standard_price_subscriptions", "comment": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "active_free_trial_introductory_offer_subscriptions": {"type": "integer", "index": 25, "name": "active_free_trial_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently in a free trial."}, "active_pay_up_front_introductory_offer_subscriptions": {"type": "integer", "index": 26, "name": "active_pay_up_front_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "active_pay_as_you_go_introductory_offer_subscriptions": {"type": "integer", "index": 27, "name": "active_pay_as_you_go_introductory_offer_subscriptions", "comment": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "free_trial_promotional_offer_subscriptions": {"type": "integer", "index": 28, "name": "free_trial_promotional_offer_subscriptions", "comment": "The number of free trial promotional offer subscriptions."}, "pay_up_front_promotional_offer_subscriptions": {"type": "integer", "index": 29, "name": "pay_up_front_promotional_offer_subscriptions", "comment": "The number of pay-up-front promotional offer subscriptions."}, "pay_as_you_go_promotional_offer_subscriptions": {"type": "integer", "index": 30, "name": "pay_as_you_go_promotional_offer_subscriptions", "comment": "The number of pay-as-you-go promotional offer subscriptions."}, "marketing_opt_ins": {"type": "integer", "index": 31, "name": "marketing_opt_ins", "comment": "The number of marketing opt-ins."}, "billing_retry": {"type": "integer", "index": 32, "name": "billing_retry", "comment": "The number of billing retries."}, "grace_period": {"type": "integer", "index": 33, "name": "grace_period", "comment": "The number of grace periods."}, "free_trial_offer_code_subscriptions": {"type": "integer", "index": 34, "name": 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If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297264, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "a72c5a95e32217cbb4865e0c3e16fe060629cfd0d9eb1e87fbad8cc45c029e80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.295752, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5f60b2670618b473fcefed7351b230744ea2c25e5faa24afeb4fa34d35b2348c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.2966, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.294868, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "d1db084f3d8827bfbdc6c575b786e4bcbd664f48b6ffa1da5ea27a7ca2c4778d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297906, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts,\n cast(page_title as {{ dbt.type_string() }}) as page_title,\n cast(source_info as {{ dbt.type_string() }}) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts,\n cast(page_title as TEXT) as page_title,\n cast(source_info as TEXT) as source_info\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "86ac6b04993bdaeb5b912b791ae404d2b6b04a24eef2416226e733b58ec18e46"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.296331, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "d564567821a88bd757917afb9737d5c89bf192eb6caae7ad10745c47041bb236"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains detailed daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.297598, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "ce9aed9fc820d13896c636ef7200abe37d1ca4f9492600b988103cec9eb612d2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides detailed daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.296952, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_detailed_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices,\n cast(source_info as {{ dbt.type_string() }}) as source_info,\n cast(page_title as {{ dbt.type_string() }}) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_detailed_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n source_info\n \n as \n \n source_info\n \n, \n \n \n page_title\n \n as \n \n page_title\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices,\n cast(source_info as TEXT) as source_info,\n cast(page_title as TEXT) as page_title\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.066796, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "88506585e98fd2e1216d4a6e79e292f158e552bcc534f3f0707a4d71998f93c0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.079202, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_detailed_daily"], ["apple_store", "app_store_download_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_download_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.081664, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.083955, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.086826, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "8ca6feffe568fe14dda72dfc8b77f59c57b539cf7a256cc1c7c5d2043411ef58"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.089649, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_detailed_daily"], ["apple_store", "app_store_discovery_and_engagement_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_discovery_and_engagement_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "6a39a73b85c9b9ef80fcab22bc2d3cf7737175df6260e30e99bd7479f2284484"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.092122, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_detailed_daily"], ["apple_store", "app_session_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_session_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "a26b59c6a48f4e6816196c0f575283d511584226a04883c5f7eb67fc6541984b"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.094669, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_detailed_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_detailed_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_detailed_daily"], ["apple_store", "app_store_installation_and_deletion_detailed_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_13\".\"app_store_installation_and_deletion_detailed_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1739315541.340332, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "b644a27f83b6b22e1ef61b7781cc08ad3839286705f524cb01e21c41073ee827"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.3467379, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ (ref('int_apple_store__source_type_report')) }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store.int_apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__source_type_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "b030a81bc6f25bdd53b7839369a730757ea41db1ca77f49d674a657a653d07b9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.344728, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__subscription_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), subscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__subscription_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "4d521de311d65fba8111b2c598f24a1a978de8ca6f508879534b7c78361f9b3e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.3474529, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__platform_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store.int_apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__platform_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "758091431189cd72aa984cde2e8d70790abadfcd9eaaa7f6028828d9fed5ff02"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.346007, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__territory_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n coalesce(country_codes.region) as region,\n coalesce(country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__territory_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name,country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n coalesce(country_codes.region) as region,\n coalesce(country_codes.sub_region) as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "90767ccb542ea7b3d8de37d61e971212e963d82d4cc7a1863cd9502136b31215"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.346436, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__device_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__device_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "e81a2cecd8c51bbb65612628ff7e3d33dbc6770044e8c228de82658ded0dfc01"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.348162, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__app_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__app_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "3db16a4abc527181877947961ed391fd510c2633d68ec847983992e7332be195"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.347082, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__overview') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__overview", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store.int_apple_store__overview"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__overview as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from __dbt__cte__int_apple_store__overview\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__overview", "sql": " __dbt__cte__int_apple_store__overview as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "858e5c064417eb191517ca62225a26c52a09700894604b45bd037aae7f2a67f4"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1466959, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "a175a3377f75711582070b193e87934b9e96766ce53a19e7cda5f6325bbd8e89"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1490948, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\n-- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_crash_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n-- depends_on: {{ ref('stg_apple_store__app_session_daily') }}\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_crash_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_download_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }}\n union all\n select min(date_day) as date_day from {{ ref('stg_apple_store__app_session_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2023-01-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n-- depends_on: \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 773\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2023-01-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "655613ff2ef8f58b1bfd355b21203d5c04e95befd22bf2be9ba0cb8229bc698f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.161943, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_detailed_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "4026483d75b3adc69797253e6922a153f51c1d12575f7325abbeb80209d4265e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.164348, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_detailed_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(14) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "f7e2aa9e19a49908886f8d521be240fa8af2977f90650568311edc34c77a05d3"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.166506, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_detailed_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(13) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__territory_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "unique_id": "model.apple_store.int_apple_store__territory_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__territory_report"], "alias": "int_apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "2af29860173c24a2adf65dbf7ac077ec081ae2923163d7a8c646ab7e319b56a5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1692889, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__subscription_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "unique_id": "model.apple_store.int_apple_store__subscription_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__subscription_report"], "alias": "int_apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "98a7601f0bbc241fef1eeff00bbc12876b46e9907a0a1d18d646d2b64f1356e9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.171814, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nsubscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nsubscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__app_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "unique_id": "model.apple_store.int_apple_store__app_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__app_version_report"], "alias": "int_apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "08686696791f69907638d9b29a9ae5a8d3a09be3ac1fd9e3bcacc53072db0f18"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1739619, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__platform_version_report"], "alias": "int_apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "e36d6e874c34c7aac51f94fa4084d8043cf7748c9c3b81e2e82c2dbcdbcdeeed"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1751091, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__device_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__device_report.sql", "unique_id": "model.apple_store.int_apple_store__device_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__device_report"], "alias": "int_apple_store__device_report", "checksum": {"name": "sha256", "checksum": "c7050b4e0c7bbace1805682bb67e8b05ac9f6262dfc43a5dfda9ec98887d5aae"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.176221, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__source_type_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "unique_id": "model.apple_store.int_apple_store__source_type_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__source_type_report"], "alias": "int_apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "e81232cdc5674574fa48ee25b2268dd9b79c22df6787cb3b22e8a85e168c9cfb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.178588, "relation_name": "\"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_impressions_page_views"], "alias": "int_apple_store__source_type_impressions_page_views", "checksum": {"name": "sha256", "checksum": "29883090776672cb99397ad258002a1eb0feb9b7370dc218b890ed1816f223d1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.179671, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__source_type_install_deletions", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_install_deletions"], "alias": "int_apple_store__source_type_install_deletions", "checksum": {"name": "sha256", "checksum": "03948ed77d7e421dcec9c150f79b7e39ae4944f7a6007b0aa3cadaf429a5e58f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1804988, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__source_type_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__source_type_sessions_activity", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_sessions_activity"], "alias": "int_apple_store__source_type_sessions_activity", "checksum": {"name": "sha256", "checksum": "6fa4328691d6582856f8ba3cdb85486848df820a6f2e945f0a95bb8fe29cc72c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.181319, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_summary.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__subscription_summary", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_summary"], "alias": "int_apple_store__subscription_summary", "checksum": {"name": "sha256", "checksum": "53c52cf1ec11619d63efc089a92d7092afd723e3261e537859ce47af5b185664"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.182142, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(8) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_events.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__subscription_events", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_events"], "alias": "int_apple_store__subscription_events", "checksum": {"name": "sha256", "checksum": "a1bfed01aca64322749a5784a3b31995d92c553c0af1c01c0befea28bb706013"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.184704, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_sessions_activity"], "alias": "int_apple_store__platform_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "cc70e4bd756791c7f0cb8e14b14cf589d84da3c001ee7a67824e540bcad16b20"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1881442, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_downloads_daily"], "alias": "int_apple_store__platform_version_downloads_daily", "checksum": {"name": "sha256", "checksum": "0d55f7b7110130f378f49926bcf1440e2cf035f87fcc84c30b6d3a3669619030"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.189018, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_impressions_pv": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_impressions_pv", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_impressions_pv"], "alias": "int_apple_store__platform_version_impressions_pv", "checksum": {"name": "sha256", "checksum": "3c181912a0d02f485500b7f2a02fbdd9a916a01f2cfa6a4dad7cad464107a324"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1900659, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_install_deletions", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_install_deletions"], "alias": "int_apple_store__platform_version_install_deletions", "checksum": {"name": "sha256", "checksum": "bcf3672d21e9b2f55262902851c0876029f01b491bf17d7e6ca936a581bef91a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.190933, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__platform_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_app_crashes", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_app_crashes"], "alias": "int_apple_store__platform_version_app_crashes", "checksum": {"name": "sha256", "checksum": "c5c6274e03c5aef84619e98d53cb2882278d650ceb36317617477584e565aadc"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.191803, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_install_deletions.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__territory_install_deletions", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_install_deletions"], "alias": "int_apple_store__territory_install_deletions", "checksum": {"name": "sha256", "checksum": "d566f6d3a48d171d1d1ce2fbdf32be9332c1bd7e28a2ce08b5f1ce5fda74f78a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.1938329, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_sessions_activity.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__territory_sessions_activity", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_sessions_activity"], "alias": "int_apple_store__territory_sessions_activity", "checksum": {"name": "sha256", "checksum": "481a7622f268aabf30c0e26c9ff3b822db26d121faa62691ad69221a28c4d6c6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.19479, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_downloads_daily.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__territory_downloads_daily", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_downloads_daily"], "alias": "int_apple_store__territory_downloads_daily", "checksum": {"name": "sha256", "checksum": "8fb6f7257bae121ded440d2d69915f0fbd9859e2aeea87b9eaf15ce3a4941a56"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.195661, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__territory_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__territory_impressions_page_views", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_impressions_page_views"], "alias": "int_apple_store__territory_impressions_page_views", "checksum": {"name": "sha256", "checksum": "7e05367c58bf5a5d78df86fb856d306c45b9880b2298ce11c0ad3a2f1ad73bc5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.196529, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__overview": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__overview", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview/int_apple_store__overview.sql", "original_file_path": "models/intermediate/overview/int_apple_store__overview.sql", "unique_id": "model.apple_store.int_apple_store__overview", "fqn": ["apple_store", "intermediate", "overview", "int_apple_store__overview"], "alias": "int_apple_store__overview", "checksum": {"name": "sha256", "checksum": "a015ee7c8d94db01846abc42e7f6b652462073b5e69c1aff9506fe854b4251eb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.19739, "relation_name": null, "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n source_relation\n from {{ var('app_store_app') }}\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview/int_apple_store__overview.sql", "compiled": true, "compiled_code": "with date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__app_version_install_deletions", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_install_deletions"], "alias": "int_apple_store__app_version_install_deletions", "checksum": {"name": "sha256", "checksum": "f4fb1ff380966b9261aeec695aac5137814e2bea1c2e7efdbe82b73370ecc377"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.20019, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__app_version_app_crashes", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_app_crashes"], "alias": "int_apple_store__app_version_app_crashes", "checksum": {"name": "sha256", "checksum": "128adce40f18028b68cfb87748efe1e60e5bb4e0a16339413c1cfedd230d7127"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.201066, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__app_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__app_version_sessions_activity", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_sessions_activity"], "alias": "int_apple_store__app_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "712d5a99dc60dde6fe65789a990f2c415ec873b7097310841f4b5ff3b19d9fc1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.202976, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__device_impressions_page_views", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_impressions_page_views"], "alias": "int_apple_store__device_impressions_page_views", "checksum": {"name": "sha256", "checksum": "be409e0addc2b8c90b638f6ad183d76ab2cbe52036754725985860545143561e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.203966, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n page_title,\n source_info,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_install_deletions.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__device_install_deletions", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_install_deletions"], "alias": "int_apple_store__device_install_deletions", "checksum": {"name": "sha256", "checksum": "3ddc804b560de42df86dad2697ae8798be1ad45135b9a42d433c2696d68b68df"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.206141, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_info,\n page_title,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_downloads_daily.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__device_downloads_daily", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_downloads_daily"], "alias": "int_apple_store__device_downloads_daily", "checksum": {"name": "sha256", "checksum": "e1e65e371bd129eb864d733f5919e1f4ef85d52aff5249f97d27da065b74077d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.208135, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_info,\n page_title,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13,14\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_app_crashes.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__device_app_crashes", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_app_crashes"], "alias": "int_apple_store__device_app_crashes", "checksum": {"name": "sha256", "checksum": "d52bc49d1bf5ba2035734f2f677a956111bb77e9a17ba9b0f9ec221307a78f12"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.210109, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_summary.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_summary", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_summary"], "alias": "int_apple_store__device_subscription_summary", "checksum": {"name": "sha256", "checksum": "ea425eacaa7986b2957886e95bcf75675b0f6889d63dc6db9a045b53ffaa2db0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.212218, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_sessions_activity.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__device_sessions_activity", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_sessions_activity"], "alias": "int_apple_store__device_sessions_activity", "checksum": {"name": "sha256", "checksum": "49801d04d856de4337cb1c19e3db12050a82ca6ac3101a3f7a0a386587073d31"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.214606, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_info,\n page_title,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12,13\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_13_apple_store_dev", "name": "int_apple_store__device_subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_events.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_events", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_events"], "alias": "int_apple_store__device_subscription_events", "checksum": {"name": "sha256", "checksum": "760741345377599b0bc1e88f71752349267219340fe6d12f3331b9aad1155ba6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739315541.2163892, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1739315541.317479, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1739315541.322516, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1739315541.3241081, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1739315541.325769, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1739315541.3272371, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1739315541.3288472, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1739315541.3309371, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1739315541.3323689, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1739315541.348483, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1739315541.350025, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1739315541.351639, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1739315541.3531451, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1739315541.354592, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1739315541.356064, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1739315541.357496, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_13_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_app\"", "created_at": 1739315541.3600051}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_event_summary\"", "created_at": 1739315541.360115}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"sales_subscription_summary\"", "created_at": 1739315541.3602}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_installation_and_deletion_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_installation_and_deletion_detailed_daily\"", "created_at": 1739315541.360262}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_discovery_and_engagement_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of usage event that occurred.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_discovery_and_engagement_detailed_daily\"", "created_at": 1739315541.360318}, "source.apple_store_source.apple_store.app_store_download_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_store_download_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_store_download_detailed_daily\"", "created_at": 1739315541.360375}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_crash_daily\"", "created_at": 1739315541.360424}, "source.apple_store_source.apple_store.app_session_detailed_daily": {"database": "postgres", "schema": "apple_store_integration_tests_13", "name": "app_session_detailed_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_detailed_daily", "fqn": ["apple_store_source", "apple_store", "app_session_detailed_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_detailed_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_info": {"name": "source_info", "description": "The app referrer or web referrer that led the user to discover the app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_title": {"name": "page_title", "description": "The name of the product page or in-app event page that led the user to download the app associated with the session.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_13\".\"app_session_detailed_daily\"", "created_at": 1739315541.360577}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398719, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398895, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.398974, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.3990479, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.399113, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4002008, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4004421, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.400898, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.400987, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.406924, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407238, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.40744, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407639, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.407955, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408234, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408345, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408561, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.408798, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4094238, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409554, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409757, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.409931, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.410209, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.41035, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4107351, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.41087, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.410947, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411073, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4111638, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411402, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4118788, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.411975, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412161, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4122539, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412362, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.412939, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.413249, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4134452, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4136791, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4137669, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414208, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414324, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4144158, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4147751, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.414895, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4150321, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.415433, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4176378, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4177449, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.418067, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4183302, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4190688, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419204, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419306, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4194, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4195, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419761, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.419968, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4201999, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.420523, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.420722, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423164, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423278, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423427, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423886, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.423994, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4241111, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.424999, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.425899, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428637, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428818, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4289238, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.428986, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4290812, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429156, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429286, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.429866, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4299881, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.430149, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.430414, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.43428, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436036, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436339, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.43654, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.436783, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4370198, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4403899, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.440644, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.440812, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4417222, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.441876, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.442281, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4441652, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4460318, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4471319, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.447479, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4478972, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.448048, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.448498, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4526541, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4536572, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4538271, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.45446, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.454634, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4550452, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.455466, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.45605, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456197, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456316, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4565, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4566221, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456801, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.456922, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.457084, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.457199, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4573, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4575639, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.460759, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.464492, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.465269, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466024, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466571, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4667342, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.466809, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.467009, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.467096, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.469437, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4715, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4748878, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4755561, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.475737, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476065, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476195, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476285, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476386, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476469, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476599, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.476688, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.47699, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.477112, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.477973, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4782562, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.478498, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.478847, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479014, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479203, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.479458, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4796212, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480097, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480337, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480453, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480587, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.480719, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.481285, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482035, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482284, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482443, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482652, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.482782, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483257, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4835331, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483667, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.483846, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484073, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4842398, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484544, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.484894, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.48511, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4852438, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485413, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4854798, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4856582, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485752, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.485954, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486039, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4862158, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486308, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4867032, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.486825, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4870908, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487265, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.487353, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488013, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488087, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488426, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4885309, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.488616, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.489405, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4897091, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.48993, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490099, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490166, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4903328, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490423, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490596, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.490687, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491246, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491353, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.491619, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492046, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492332, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492453, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4925618, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492745, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.492812, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.493375, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.493475, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494155, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494286, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494428, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494602, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494703, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.494972, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4950788, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4951959, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495531, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495766, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.495956, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.496108, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.496474, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4974022, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.497767, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.4979572, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.49919, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.499923, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500416, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500557, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.500711, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50076, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5012538, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.501627, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.501774, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502007, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502221, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502325, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5024881, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.502574, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5031538, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503423, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503544, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.503973, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504142, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504213, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50443, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504534, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5046852, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5047328, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.504906, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5049942, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505182, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505269, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505685, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.505951, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50617, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5062778, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50646, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506551, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506721, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506824, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.506986, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507089, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507246, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507318, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5075068, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507597, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507756, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.507825, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5085309, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5086322, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.508734, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.508828, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5089269, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5090282, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509134, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509248, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5093498, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5094469, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50955, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.50964, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5097432, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.509834, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.510011, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5100958, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5102541, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5103219, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5105438, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.510717, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5108109, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511156, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511266, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511413, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511594, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511679, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.511922, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5121589, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512345, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512434, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512682, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5128021, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.512906, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5130272, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513355, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513451, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5135438, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513612, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513715, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5137632, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.513866, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5139709, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.514526, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.514615, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5147111, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5149639, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515083, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51517, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515271, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.515352, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.516716, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5168252, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5169652, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517379, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5175319, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51774, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517855, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.517962, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518118, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518462, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518611, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.518701, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.51898, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519239, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519422, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.519563, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520728, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520803, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520909, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.520982, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521201, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521323, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.52139, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521538, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521661, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.521804, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5219252, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5220659, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522583, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522708, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.522871, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.523019, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.523733, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5240881, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5242162, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5243032, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5247612, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.524873, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5249999, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.525113, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5252821, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.52559, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.527522, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5276911, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5278158, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.527981, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528099, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528198, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528317, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528468, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5286021, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5287979, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.528916, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5290189, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529119, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529214, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529418, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.529532, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.530991, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531095, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531287, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.53142, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531546, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.531654, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.532356, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5325718, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.532691, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5329092, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.533052, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.533418, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5335732, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.534049, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535125, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535222, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535708, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.535958, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536308, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536603, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536649, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.536978, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5371242, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.537295, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5374599, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.537683, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538063, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5383701, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538767, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.538968, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5391622, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.53988, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.540541, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.541112, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.541829, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5422819, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5425122, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5430012, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.543545, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.543852, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.54416, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5445702, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.544887, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.545247, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5454988, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.545954, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.546519, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.546953, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547371, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547748, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.547978, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.548246, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.548554, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.549021, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.549571, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.550187, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.550776, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5521522, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.554664, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.555022, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.555414, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.558617, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5596511, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.559844, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560052, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560394, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560597, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560731, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.560909, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.561093, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.561669, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5622752, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.562766, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563157, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563311, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.563552, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5638778, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.564327, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5646331, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.565043, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5656161, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5663412, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.567211, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.56755, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5676968, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.568089, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.568581, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.569189, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.569477, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5696719, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.570508, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.571483, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.572675, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.574005, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.57422, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.574309, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.576447, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.578893, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5791202, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5792909, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5799649, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5801768, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580346, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580491, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580605, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580717, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.580839, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.581121, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5812879, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.581554, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.582005, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5822442, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.58247, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5849202, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5851672, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.585622, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.58612, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.586459, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.587223, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.588361, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5891142, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.589657, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.589979, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5904498, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.590981, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591281, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591407, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.591674, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.592061, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.592373, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5928571, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.593264, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5933619, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.593456, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5935519, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.5939069, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.594453, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595238, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595416, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.595828, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.596352, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.600362, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.600868, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.601436, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6019268, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6024032, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.602984, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.603127, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6032078, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.605088, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610228, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610376, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.610435, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6108491, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.611936, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612162, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612354, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612544, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6127932, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.612929, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6130838, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6133802, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614075, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.61419, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614294, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614398, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614495, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.614603, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6151302, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.615556, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.61651, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.616821, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.616988, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617152, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617306, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6174872, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617676, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.617862, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618135, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6182132, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618293, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6183722, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.618643, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.619151, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.619825, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.620215, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.620784, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.621115, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.621203, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6212878, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62137, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6214578, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6236532, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62378, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6239018, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.624018, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.625272, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62593, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626025, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626205, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6264052, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626501, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626602, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626697, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.626784, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.627177, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.627598, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.62799, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628133, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628288, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.628479, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6292758, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6318998, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.632245, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.632494, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.633624, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634017, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6344042, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634506, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6346061, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6347158, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6348171, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.634919, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.635486, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6362612, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.636767, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.636872, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6369762, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637079, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637181, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637291, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637459, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637527, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.637592, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6380138, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6389382, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.639213, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.640096, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6427991, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.645886, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.646862, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647143, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.64724, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6473742, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647605, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6476831, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6477592, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.64783, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.647894, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6480691, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648138, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648205, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6484768, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.648733, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns": {"name": "get_app_store_discovery_and_engagement_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_detailed_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.649817, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6527202, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6552792, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_detailed_daily_columns": {"name": "get_app_store_download_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_download_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_detailed_daily_columns", "macro_sql": "{% macro get_app_store_download_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.656358, "supported_languages": null}, "macro.apple_store_source.get_app_session_detailed_daily_columns": {"name": "get_app_session_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_detailed_daily_columns.sql", "original_file_path": "macros/get_app_session_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_detailed_daily_columns", "macro_sql": "{% macro get_app_session_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.657496, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns": {"name": "get_app_store_installation_and_deletion_detailed_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_detailed_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_detailed_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_detailed_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6586912, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659005, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659233, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659304, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.6593761, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.659437, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739315540.660118, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}, "doc.apple_store_source.source_info": {"name": "source_info", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_info", "block_contents": "The app referrer or web referrer that led the user to discover the app."}, "doc.apple_store_source.page_title": {"name": "page_title", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_title", "block_contents": "The name of the product page or in-app event page that led the user to download the app associated with the session."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.853354, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.858562, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.860405, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.861969, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.864057, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.884489, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.886129, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.887778, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.88936, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.8910038, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.892554, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.894181, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.895774, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_13_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739315540.897866, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_detailed_daily": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_download_detailed_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_detailed_daily": [], "seed.apple_store_integration_tests.app_session_detailed_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_detailed_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_detailed_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_detailed_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_report", "model.apple_store.int_apple_store__subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__territory_report": ["model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_report", "model.apple_store.int_apple_store__territory_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_report", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__overview", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__date_spine": ["model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_session_daily", "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_store_download_daily", "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store.int_apple_store__territory_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.int_apple_store__subscription_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_summary"], "model.apple_store.int_apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__date_spine"], "model.apple_store.int_apple_store__platform_version_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"], "model.apple_store.int_apple_store__device_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_subscription_summary"], "model.apple_store.int_apple_store__source_type_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity"], "model.apple_store.int_apple_store__source_type_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__source_type_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__source_type_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "model.apple_store.int_apple_store__platform_version_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__platform_version_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__platform_version_impressions_pv": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__platform_version_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__platform_version_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__territory_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__territory_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__territory_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__territory_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__overview": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.int_apple_store__app_version_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__app_version_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__app_version_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__device_impressions_page_views": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"], "model.apple_store.int_apple_store__device_install_deletions": ["model.apple_store.int_apple_store__installation_and_deletion_daily"], "model.apple_store.int_apple_store__device_downloads_daily": ["model.apple_store.int_apple_store__download_daily"], "model.apple_store.int_apple_store__device_app_crashes": ["model.apple_store_source.stg_apple_store__app_crash_daily"], "model.apple_store.int_apple_store__device_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__device_sessions_activity": ["model.apple_store.int_apple_store__session_daily"], "model.apple_store.int_apple_store__device_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": ["model.apple_store_source.stg_apple_store__app_store_app"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": ["model.apple_store_source.stg_apple_store__sales_subscription_events"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"], "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": ["model.apple_store_source.stg_apple_store__app_crash_daily"], 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"build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1739570540.480832, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_crash_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_session_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_session_standard_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_session_standard_daily.csv", "original_file_path": "seeds/app_session_standard_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_session_standard_daily", "fqn": ["apple_store_integration_tests", "app_session_standard_daily"], "alias": "app_session_standard_daily", "checksum": {"name": "sha256", "checksum": "009a7c3eb3d1b8981ac7ee4e67500c07044b8b485fd049d2cb268d633c74a43a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1739570540.481629, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_session_standard_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "seed.apple_store_integration_tests.app_store_discovery_and_engagement_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_store_discovery_and_engagement_standard_daily", "resource_type": "seed", "package_name": "apple_store_integration_tests", "path": "app_store_discovery_and_engagement_standard_daily.csv", "original_file_path": "seeds/app_store_discovery_and_engagement_standard_daily.csv", "unique_id": "seed.apple_store_integration_tests.app_store_discovery_and_engagement_standard_daily", "fqn": ["apple_store_integration_tests", "app_store_discovery_and_engagement_standard_daily"], "alias": "app_store_discovery_and_engagement_standard_daily", "checksum": {"name": "sha256", "checksum": "73cbd39b36ae37cca1e7f52a8c6787c359bfc20c4a01d8468905a97a004083ce"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"_fivetran_synced": "timestamp", "date": "date"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": false}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"quote_columns": "{{ true if target.type == 'redshift' else false }}", "column_types": {"_fivetran_synced": "timestamp", "date": "date"}}, "created_at": 1739570540.482433, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_store_discovery_and_engagement_standard_daily\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests", "depends_on": {"macros": []}}, "model.apple_store_source.stg_apple_store__app_store_download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_download_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_download_daily.sql", "original_file_path": "models/stg_apple_store__app_store_download_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_download_daily"], "alias": "stg_apple_store__app_store_download_daily", "checksum": {"name": "sha256", "checksum": "6fa46f26f0a1283569f6fe71d95b983a7b3f3ff8cd332549c051b2aa61c583cf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains standard daily metrics on app downloads, including download types and sources.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.8766909, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_download_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_download_tmp')),\n staging_columns=get_app_store_download_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(pre_order as {{ dbt.type_string() }}) as pre_order, \n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_download_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_download_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n pre_order\n \n as \n \n pre_order\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n cast(null as TEXT) as \n \n source_info\n \n , \n cast(null as TEXT) as \n \n page_title\n \n , \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(pre_order as TEXT) as pre_order, \n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_events", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_events.sql", "original_file_path": "models/stg_apple_store__sales_subscription_events.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_events"], "alias": "stg_apple_store__sales_subscription_events", "checksum": {"name": "sha256", "checksum": "a72c5a95e32217cbb4865e0c3e16fe060629cfd0d9eb1e87fbad8cc45c029e80"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription event report by app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.8401248, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_events_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_events_tmp')),\n staging_columns=get_sales_subscription_events_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(subscription_offer_type as {{ dbt.type_string() }}) as subscription_offer_type,\n cast(subscription_offer_duration as {{ dbt.type_string() }}) as subscription_offer_duration,\n cast(marketing_opt_in as {{ dbt.type_string() }}) as marketing_opt_in,\n cast(marketing_opt_in_duration as {{ dbt.type_string() }}) as marketing_opt_in_duration,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(promotional_offer_name as {{ dbt.type_string() }}) as promotional_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(consecutive_paid_periods as {{ dbt.type_int() }}) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(previous_subscription_name as {{ dbt.type_string() }}) as previous_subscription_name,\n cast(previous_subscription_apple_id as {{ dbt.type_int() }}) as previous_subscription_apple_id,\n cast(days_before_canceling as {{ dbt.type_int() }}) as days_before_canceling,\n cast(cancellation_reason as {{ dbt.type_string() }}) as cancellation_reason,\n cast(days_canceled as {{ dbt.type_int() }}) as days_canceled,\n cast(quantity as {{ dbt.type_int() }}) as quantity,\n cast(paid_service_days_recovered as {{ dbt.type_int() }}) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_events_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n cancellation_reason\n \n as \n \n cancellation_reason\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n consecutive_paid_periods\n \n as \n \n consecutive_paid_periods\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n days_before_canceling\n \n as \n \n days_before_canceling\n \n, \n \n \n days_canceled\n \n as \n \n days_canceled\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n event_date\n \n as \n \n event_date\n \n, \n \n \n marketing_opt_in\n \n as \n \n marketing_opt_in\n \n, \n \n \n marketing_opt_in_duration\n \n as \n \n marketing_opt_in_duration\n \n, \n \n \n original_start_date\n \n as \n \n original_start_date\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n previous_subscription_apple_id\n \n as \n \n previous_subscription_apple_id\n \n, \n \n \n previous_subscription_name\n \n as \n \n previous_subscription_name\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n promotional_offer_name\n \n as \n \n promotional_offer_name\n \n, \n \n \n quantity\n \n as \n \n quantity\n \n, \n \n \n paid_service_days_recovered\n \n as \n \n paid_service_days_recovered\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_duration\n \n as \n \n subscription_offer_duration\n \n, \n cast(null as TEXT) as \n \n subscription_offer_name\n \n , \n \n \n subscription_offer_type\n \n as \n \n subscription_offer_type\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(event_date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(event as TEXT) as event,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(subscription_offer_type as TEXT) as subscription_offer_type,\n cast(subscription_offer_duration as TEXT) as subscription_offer_duration,\n cast(marketing_opt_in as TEXT) as marketing_opt_in,\n cast(marketing_opt_in_duration as TEXT) as marketing_opt_in_duration,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(promotional_offer_name as TEXT) as promotional_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(consecutive_paid_periods as integer) as consecutive_paid_periods,\n cast(original_start_date as date) as original_start_date,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(previous_subscription_name as TEXT) as previous_subscription_name,\n cast(previous_subscription_apple_id as integer) as previous_subscription_apple_id,\n cast(days_before_canceling as integer) as days_before_canceling,\n cast(cancellation_reason as TEXT) as cancellation_reason,\n cast(days_canceled as integer) as days_canceled,\n cast(quantity as integer) as quantity,\n cast(paid_service_days_recovered as integer) as paid_service_days_recovered\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_crash_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_crash_daily.sql", "original_file_path": "models/stg_apple_store__app_crash_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_daily", "fqn": ["apple_store_source", "stg_apple_store__app_crash_daily"], "alias": "stg_apple_store__app_crash_daily", "checksum": {"name": "sha256", "checksum": "5f60b2670618b473fcefed7351b230744ea2c25e5faa24afeb4fa34d35b2348c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides daily data on app crashes, helping you understand app stability across different versions and devices.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for crash data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.875958, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_crash_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_crash_tmp')),\n staging_columns=get_app_crash_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(crashes as {{ dbt.type_bigint() }}) as crashes,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_crash_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_crash_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n crashes\n \n as \n \n crashes\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(platform_version as TEXT) as platform_version,\n cast(crashes as bigint) as crashes,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_app", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_app.sql", "original_file_path": "models/stg_apple_store__app_store_app.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app", "fqn": ["apple_store_source", "stg_apple_store__app_store_app"], "alias": "stg_apple_store__app_store_app", "checksum": {"name": "sha256", "checksum": "632b6ed1118ef26151b5adea6393133aacc76ce59d9760d216f92ba6de2ff636"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Table containing data about your application(s)", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.838089, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_app_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_app_tmp')),\n staging_columns=get_app_store_app_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(id as {{ dbt.type_bigint() }}) as app_id,\n cast(name as {{ dbt.type_string() }}) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_app_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_app.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n id\n \n as \n \n id\n \n, \n \n \n name\n \n as \n \n name\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(id as bigint) as app_id,\n cast(name as TEXT) as app_name\n\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_discovery_and_engagement_daily.sql", "original_file_path": "models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_discovery_and_engagement_daily"], "alias": "stg_apple_store__app_store_discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "371f5cd43263c12ebc4c61a3009aefb092d52dd152cddc17877c19badd176157"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of user engagement action (e.g., Tap, Scroll).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The number of unique devices associated with the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.877334, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_discovery_and_engagement_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_discovery_and_engagement_tmp')),\n staging_columns=get_app_store_discovery_and_engagement_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(engagement_type as {{ dbt.type_string() }}) as engagement_type,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_counts as {{ dbt.type_bigint() }}) as unique_counts\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_discovery_and_engagement_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n engagement_type\n \n as \n \n engagement_type\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_counts\n \n as \n \n unique_counts\n \n, \n cast(null as TEXT) as \n \n page_title\n \n , \n cast(null as TEXT) as \n \n source_info\n \n , \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(page_type as TEXT) as page_type,\n cast(source_type as TEXT) as source_type,\n cast(engagement_type as TEXT) as engagement_type,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_counts as bigint) as unique_counts\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__sales_subscription_summary.sql", "original_file_path": "models/stg_apple_store__sales_subscription_summary.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary", "fqn": ["apple_store_source", "stg_apple_store__sales_subscription_summary"], "alias": "stg_apple_store__sales_subscription_summary", "checksum": {"name": "sha256", "checksum": "86ac6b04993bdaeb5b912b791ae404d2b6b04a24eef2416226e733b58ec18e46"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Daily subscription summary report by app name, country, state and subscription name; this model is aggregated by date, app_name, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "A null field for this subscription data, but created to assist with joins downstream.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.875478, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith base as (\n\n select * \n from {{ ref('stg_apple_store__sales_subscription_summary_tmp') }}\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__sales_subscription_summary_tmp')),\n staging_columns=get_sales_subscription_summary_columns()\n )\n }}\n \n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(vendor_number as {{ dbt.type_int() }}) as vendor_number,\n cast(app_apple_id as {{ dbt.type_int() }}) as app_apple_id,\n cast(app_name as {{ dbt.type_string() }}) as app_name,\n cast(subscription_name as {{ dbt.type_string() }}) as subscription_name,\n cast(subscription_apple_id as {{ dbt.type_int() }}) as subscription_apple_id,\n cast(subscription_group_id as {{ dbt.type_int() }}) as subscription_group_id,\n cast(standard_subscription_duration as {{ dbt.type_string() }}) as standard_subscription_duration,\n cast(customer_price as {{ dbt.type_float() }}) as customer_price,\n cast(customer_currency as {{ dbt.type_string() }}) as customer_currency,\n cast(developer_proceeds as {{ dbt.type_float() }}) as developer_proceeds,\n cast(proceeds_currency as {{ dbt.type_string() }}) as proceeds_currency,\n cast(preserved_pricing as {{ dbt.type_string() }}) as preserved_pricing,\n cast(proceeds_reason as {{ dbt.type_string() }}) as proceeds_reason,\n cast(subscription_offer_name as {{ dbt.type_string() }}) as subscription_offer_name,\n cast(promotional_offer_id as {{ dbt.type_string() }}) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as {{ dbt.type_string() }}) else state\n end as {{ dbt.type_string() }}) as state,\n cast(country as {{ dbt.type_string() }}) as country,\n cast(device as {{ dbt.type_string() }}) as device,\n cast('' as {{ dbt.type_string() }}) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as {{ dbt.type_string() }}) as client,\n cast(active_standard_price_subscriptions as {{ dbt.type_int() }}) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as {{ dbt.type_int() }}) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as {{ dbt.type_int() }}) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as {{ dbt.type_int() }}) as marketing_opt_ins,\n cast(billing_retry as {{ dbt.type_int() }}) as billing_retry,\n cast(grace_period as {{ dbt.type_int() }}) as grace_period,\n cast(free_trial_offer_code_subscriptions as {{ dbt.type_int() }}) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as {{ dbt.type_int() }}) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as {{ dbt.type_int() }}) as subscribers\n from fields\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_sales_subscription_summary_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_float"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__sales_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nwith base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n, \n \n \n vendor_number\n \n as \n \n vendor_number\n \n, \n \n \n active_free_trial_introductory_offer_subscriptions\n \n as \n \n active_free_trial_introductory_offer_subscriptions\n \n, \n \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n as \n \n active_pay_as_you_go_introductory_offer_subscriptions\n \n, \n \n \n active_pay_up_front_introductory_offer_subscriptions\n \n as \n \n active_pay_up_front_introductory_offer_subscriptions\n \n, \n \n \n active_standard_price_subscriptions\n \n as \n \n active_standard_price_subscriptions\n \n, \n \n \n app_apple_id\n \n as \n \n app_apple_id\n \n, \n \n \n app_name\n \n as \n \n app_name\n \n, \n \n \n billing_retry\n \n as \n \n billing_retry\n \n, \n \n \n client\n \n as \n \n client\n \n, \n \n \n country\n \n as \n \n country\n \n, \n \n \n customer_currency\n \n as \n \n customer_currency\n \n, \n \n \n customer_price\n \n as \n \n customer_price\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n developer_proceeds\n \n as \n \n developer_proceeds\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n free_trial_offer_code_subscriptions\n \n as \n \n free_trial_offer_code_subscriptions\n \n, \n \n \n free_trial_promotional_offer_subscriptions\n \n as \n \n free_trial_promotional_offer_subscriptions\n \n, \n \n \n grace_period\n \n as \n \n grace_period\n \n, \n \n \n marketing_opt_ins\n \n as \n \n marketing_opt_ins\n \n, \n \n \n pay_as_you_go_offer_code_subscriptions\n \n as \n \n pay_as_you_go_offer_code_subscriptions\n \n, \n \n \n pay_as_you_go_promotional_offer_subscriptions\n \n as \n \n pay_as_you_go_promotional_offer_subscriptions\n \n, \n \n \n pay_up_front_offer_code_subscriptions\n \n as \n \n pay_up_front_offer_code_subscriptions\n \n, \n \n \n pay_up_front_promotional_offer_subscriptions\n \n as \n \n pay_up_front_promotional_offer_subscriptions\n \n, \n \n \n preserved_pricing\n \n as \n \n preserved_pricing\n \n, \n \n \n proceeds_currency\n \n as \n \n proceeds_currency\n \n, \n \n \n proceeds_reason\n \n as \n \n proceeds_reason\n \n, \n \n \n promotional_offer_id\n \n as \n \n promotional_offer_id\n \n, \n \n \n standard_subscription_duration\n \n as \n \n standard_subscription_duration\n \n, \n \n \n state\n \n as \n \n state\n \n, \n \n \n subscription_apple_id\n \n as \n \n subscription_apple_id\n \n, \n \n \n subscription_group_id\n \n as \n \n subscription_group_id\n \n, \n \n \n subscription_name\n \n as \n \n subscription_name\n \n, \n \n \n subscription_offer_name\n \n as \n \n subscription_offer_name\n \n, \n \n \n subscribers\n \n as \n \n subscribers\n \n\n\n\n \n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(date as date) as date_day,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(vendor_number as integer) as vendor_number,\n cast(app_apple_id as integer) as app_apple_id,\n cast(app_name as TEXT) as app_name,\n cast(subscription_name as TEXT) as subscription_name,\n cast(subscription_apple_id as integer) as subscription_apple_id,\n cast(subscription_group_id as integer) as subscription_group_id,\n cast(standard_subscription_duration as TEXT) as standard_subscription_duration,\n cast(customer_price as float) as customer_price,\n cast(customer_currency as TEXT) as customer_currency,\n cast(developer_proceeds as float) as developer_proceeds,\n cast(proceeds_currency as TEXT) as proceeds_currency,\n cast(preserved_pricing as TEXT) as preserved_pricing,\n cast(proceeds_reason as TEXT) as proceeds_reason,\n cast(subscription_offer_name as TEXT) as subscription_offer_name,\n cast(promotional_offer_id as TEXT) as promotional_offer_id,\n cast(case\n when replace(state, ' ', '') = '' then cast(null as TEXT) else state\n end as TEXT) as state,\n cast(country as TEXT) as country,\n cast(device as TEXT) as device,\n cast('' as TEXT) as source_type, -- adding source_type in order to join with other models downstream\n cast(client as TEXT) as client,\n cast(active_standard_price_subscriptions as integer) as active_standard_price_subscriptions,\n cast(active_free_trial_introductory_offer_subscriptions as integer) as active_free_trial_introductory_offer_subscriptions,\n cast(active_pay_up_front_introductory_offer_subscriptions as integer) as active_pay_up_front_introductory_offer_subscriptions,\n cast(active_pay_as_you_go_introductory_offer_subscriptions as integer) as active_pay_as_you_go_introductory_offer_subscriptions,\n cast(free_trial_promotional_offer_subscriptions as integer) as free_trial_promotional_offer_subscriptions,\n cast(pay_up_front_promotional_offer_subscriptions as integer) as pay_up_front_promotional_offer_subscriptions,\n cast(pay_as_you_go_promotional_offer_subscriptions as integer) as pay_as_you_go_promotional_offer_subscriptions,\n cast(marketing_opt_ins as integer) as marketing_opt_ins,\n cast(billing_retry as integer) as billing_retry,\n cast(grace_period as integer) as grace_period,\n cast(free_trial_offer_code_subscriptions as integer) as free_trial_offer_code_subscriptions,\n cast(pay_up_front_offer_code_subscriptions as integer) as pay_up_front_offer_code_subscriptions,\n cast(pay_as_you_go_offer_code_subscriptions as integer) as pay_as_you_go_offer_code_subscriptions,\n cast(subscribers as integer) as subscribers\n from fields\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_store_installation_and_deletion_daily.sql", "original_file_path": "models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily", "fqn": ["apple_store_source", "stg_apple_store__app_store_installation_and_deletion_daily"], "alias": "stg_apple_store__app_store_installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "5e2a4b9378a600f282827daa627eef0d94953fd8ae435588ad3c275a341f1670"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Contains standard daily metrics on app installations and deletions, providing insights into user acquisition and retention.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.877024, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_store_installation_and_deletion_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_store_installation_and_deletion_tmp')),\n staging_columns=get_app_store_installation_and_deletion_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation,\n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(event as {{ dbt.type_string() }}) as event,\n cast(download_type as {{ dbt.type_string() }}) as download_type,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(counts as {{ dbt.type_bigint() }}) as counts,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_store_installation_and_deletion_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_store_installation_and_deletion_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_store_installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n event\n \n as \n \n event\n \n, \n \n \n download_type\n \n as \n \n download_type\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n counts\n \n as \n \n counts\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n cast(null as TEXT) as \n \n source_info\n \n , \n cast(null as TEXT) as \n \n page_title\n \n , \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation,\n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(event as TEXT) as event,\n cast(download_type as TEXT) as download_type,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(counts as bigint) as counts,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_session_daily", "resource_type": "model", "package_name": "apple_store_source", "path": "stg_apple_store__app_session_daily.sql", "original_file_path": "models/stg_apple_store__app_session_daily.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_daily", "fqn": ["apple_store_source", "stg_apple_store__app_session_daily"], "alias": "stg_apple_store__app_session_daily", "checksum": {"name": "sha256", "checksum": "d73cfb4fad7b3ff4ded42a16244ab3509a92e847936f661fd285aff478fb1894"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Provides standard daily metrics on user sessions within your app, including session duration and device information.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "Date when the app was downloaded on the user's device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.876357, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"", "raw_code": "with base as (\n\n select * \n from {{ ref('stg_apple_store__app_session_tmp') }}\n\n),\n\nfields as (\n\n select\n {{\n fivetran_utils.fill_staging_columns(\n source_columns=adapter.get_columns_in_relation(ref('stg_apple_store__app_session_tmp')),\n staging_columns=get_app_session_daily_columns()\n )\n }}\n \n {{ fivetran_utils.source_relation(\n union_schema_variable='apple_store_union_schemas', \n union_database_variable='apple_store_union_databases') \n }}\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as {{ dbt.type_string() }}) as source_relation, \n cast(_fivetran_id as {{ dbt.type_string() }}) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as {{ dbt.type_bigint() }}) as app_id,\n cast(app_version as {{ dbt.type_string() }}) as app_version,\n cast(device as {{ dbt.type_string() }}) as device,\n cast(platform_version as {{ dbt.type_string() }}) as platform_version,\n cast(source_type as {{ dbt.type_string() }}) as source_type,\n cast(page_type as {{ dbt.type_string() }}) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as {{ dbt.type_string() }}) as territory,\n cast(sessions as {{ dbt.type_bigint() }}) as sessions,\n cast(total_session_duration as {{ dbt.type_bigint() }}) as total_session_duration,\n cast(unique_devices as {{ dbt.type_bigint() }}) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}, {"name": "stg_apple_store__app_session_tmp", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.apple_store_source.get_app_session_daily_columns", "macro.fivetran_utils.fill_staging_columns", "macro.fivetran_utils.source_relation", "macro.dbt.type_string", "macro.dbt.type_bigint"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store__app_session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_tmp\"\n\n),\n\nfields as (\n\n select\n \n \n \n _fivetran_id\n \n as \n \n _fivetran_id\n \n, \n \n \n app_id\n \n as \n \n app_id\n \n, \n \n \n date\n \n as \n \n date\n \n, \n \n \n app_version\n \n as \n \n app_version\n \n, \n \n \n device\n \n as \n \n device\n \n, \n \n \n platform_version\n \n as \n \n platform_version\n \n, \n \n \n source_type\n \n as \n \n source_type\n \n, \n \n \n page_type\n \n as \n \n page_type\n \n, \n \n \n app_download_date\n \n as \n \n app_download_date\n \n, \n \n \n territory\n \n as \n \n territory\n \n, \n \n \n sessions\n \n as \n \n sessions\n \n, \n \n \n total_session_duration\n \n as \n \n total_session_duration\n \n, \n \n \n unique_devices\n \n as \n \n unique_devices\n \n, \n cast(null as TEXT) as \n \n source_info\n \n , \n cast(null as TEXT) as \n \n page_title\n \n , \n \n \n _fivetran_synced\n \n as \n \n _fivetran_synced\n \n\n\n\n \n \n\n\n, cast('' as TEXT) as source_relation\n\n\n\n\n from base\n\n),\n\nfinal as (\n\n select\n cast(source_relation as TEXT) as source_relation, \n cast(_fivetran_id as TEXT) as _fivetran_id,\n cast(date as date) as date_day,\n cast(app_id as bigint) as app_id,\n cast(app_version as TEXT) as app_version,\n cast(device as TEXT) as device,\n cast(platform_version as TEXT) as platform_version,\n cast(source_type as TEXT) as source_type,\n cast(page_type as TEXT) as page_type,\n cast(app_download_date as date) as app_download_date,\n cast(territory as TEXT) as territory,\n cast(sessions as bigint) as sessions,\n cast(total_session_duration as bigint) as total_session_duration,\n cast(unique_devices as bigint) as unique_devices\n from fields\n\n)\n\nselect * \nfrom final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_events_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_events_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_events_tmp"], "alias": "stg_apple_store__sales_subscription_events_tmp", "checksum": {"name": "sha256", "checksum": "4a0409d40fedb63f3ad8567bd58fe6ca0a25b721ee8d57ffaebf438fc1d1759f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.628145, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_event_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_events',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_event_summary"], ["apple_store", "sales_subscription_event_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_event_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_events_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"sales_subscription_event_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_download_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_download_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_download_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_download_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_download_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_download_tmp"], "alias": "stg_apple_store__app_store_download_tmp", "checksum": {"name": "sha256", "checksum": "1f53ea80d37f12626211c2ee796c9bb47cdd7f8f8858b2ba8feb66df3cef1798"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.640806, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_download_standard_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_download_standard_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_download_standard_daily"], ["apple_store", "app_store_download_standard_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_download_standard_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_download_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_store_download_standard_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_app_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_app_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_app_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_app_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_app_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_app_tmp"], "alias": "stg_apple_store__app_store_app_tmp", "checksum": {"name": "sha256", "checksum": "58ee650e6d967389b284f734ca4be834aca9fb70fac09c9f1b86183282f0214d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.643141, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_app', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_app',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_app"], ["apple_store", "app_store_app"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_app_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_store_app\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_crash_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_crash_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_crash_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_crash_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_crash_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_crash_tmp"], "alias": "stg_apple_store__app_crash_tmp", "checksum": {"name": "sha256", "checksum": "ab42bbad2f649e17db95de872fa7aaac1294890929bbf025bef87934464a4191"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.645447, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_crash_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_crash_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_crash_daily"], ["apple_store", "app_crash_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_crash_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_crash_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__sales_subscription_summary_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__sales_subscription_summary_tmp"], "alias": "stg_apple_store__sales_subscription_summary_tmp", "checksum": {"name": "sha256", "checksum": "8358d6951549f2a0545bb55f5fd2ce11239bf7f9c9b83eb5a5df2deb66048fdf"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.6478689, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary_tmp\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n{{\n fivetran_utils.union_data(\n table_identifier='sales_subscription_summary', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='sales_subscription_summary',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "sales_subscription_summary"], ["apple_store", "sales_subscription_summary"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__sales_subscription_summary_tmp.sql", "compiled": true, "compiled_code": "\n\n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"sales_subscription_summary\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_discovery_and_engagement_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_discovery_and_engagement_tmp"], "alias": "stg_apple_store__app_store_discovery_and_engagement_tmp", "checksum": {"name": "sha256", "checksum": "1f7ff729c45794b269fdc0a52e988d7df7ea108c99fbc27aba4800ececdab9a0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.651198, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_discovery_and_engagement_standard_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_discovery_and_engagement_standard_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_discovery_and_engagement_standard_daily"], ["apple_store", "app_store_discovery_and_engagement_standard_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_standard_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_discovery_and_engagement_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_store_discovery_and_engagement_standard_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_session_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_session_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_session_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_session_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_session_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_session_tmp"], "alias": "stg_apple_store__app_session_tmp", "checksum": {"name": "sha256", "checksum": "e0107121de5a5a909e92e85bf8fd8bf81eb32c3814d9122d3357e264e4bdd45d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.65359, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_session_standard_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_session_standard_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_session_standard_daily"], ["apple_store", "app_session_standard_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_session_standard_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_session_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_session_standard_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "stg_apple_store__app_store_installation_and_deletion_tmp", "resource_type": "model", "package_name": "apple_store_source", "path": "tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "original_file_path": "models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "unique_id": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp", "fqn": ["apple_store_source", "tmp", "stg_apple_store__app_store_installation_and_deletion_tmp"], "alias": "stg_apple_store__app_store_installation_and_deletion_tmp", "checksum": {"name": "sha256", "checksum": "8dfcf9c2f8c22d26fd4a990d441cf2fd8cd359f8feca701e2d97a4460599904a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.656176, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_tmp\"", "raw_code": "{{\n fivetran_utils.union_data(\n table_identifier='app_store_installation_and_deletion_standard_daily', \n database_variable='apple_store_database', \n schema_variable='apple_store_schema', \n default_database=target.database,\n default_schema='apple_store',\n default_variable='app_store_installation_and_deletion_standard_daily',\n union_schema_variable='apple_store_union_schemas',\n union_database_variable='apple_store_union_databases'\n )\n}}", "language": "sql", "refs": [], "sources": [["apple_store", "app_store_installation_and_deletion_standard_daily"], ["apple_store", "app_store_installation_and_deletion_standard_daily"]], "metrics": [], "depends_on": {"macros": ["macro.fivetran_utils.union_data"], "nodes": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_standard_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/tmp/stg_apple_store__app_store_installation_and_deletion_tmp.sql", "compiled": true, "compiled_code": "\n \n \n \n \n \n \n \n select * \n from \"postgres\".\"apple_store_integration_tests_14\".\"app_store_installation_and_deletion_standard_daily\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.apple_store_source.apple_store_country_codes": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_source", "name": "apple_store_country_codes", "resource_type": "seed", "package_name": "apple_store_source", "path": "apple_store_country_codes.csv", "original_file_path": "seeds/apple_store_country_codes.csv", "unique_id": "seed.apple_store_source.apple_store_country_codes", "fqn": ["apple_store_source", "apple_store_country_codes"], "alias": "apple_store_country_codes", "checksum": {"name": "sha256", "checksum": "944b50dd921118d2c2cb08fcbaedc79c4ff8e366575ad6be1d5eedb61ba1b1f2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_source", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {"country_name": "varchar(255)", "alternative_country_name": "varchar(255)", "region": "varchar(255)", "sub_region": "varchar(255)"}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "delimiter": ",", "quote_columns": null}, "tags": [], "description": "ISO-3166 country mapping table", "columns": {"country_name": {"name": "country_name", "description": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "alternative_country_name": {"name": "alternative_country_name", "description": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_numeric": {"name": "country_code_numeric", "description": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_2": {"name": "country_code_alpha_2", "description": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country_code_alpha_3": {"name": "country_code_alpha_3", "description": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region_code": {"name": "region_code", "description": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region_code": {"name": "sub_region_code", "description": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store_source://models/stg_apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"schema": "apple_store_source", "column_types": {"country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "alternative_country_name": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}", "sub_region": "{{ 'string' if target.type in ['bigquery','spark','databricks'] else 'varchar(255)' }}"}}, "created_at": 1739570540.9190478, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_source\".\"apple_store_country_codes\"", "raw_code": "", "root_path": "/Users/renee/Documents/dbt/apple_store/dbt_apple_store/integration_tests/dbt_packages/apple_store_source", "depends_on": {"macros": []}}, "model.apple_store.apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__source_type_report.sql", "original_file_path": "models/apple_store__source_type_report.sql", "unique_id": "model.apple_store.apple_store__source_type_report", "fqn": ["apple_store", "apple_store__source_type_report"], "alias": "apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "b644a27f83b6b22e1ef61b7781cc08ad3839286705f524cb01e21c41073ee827"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics by app_id and source_type", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.925183, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__source_type_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ (ref('int_apple_store__source_type_report')) }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store.int_apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__source_type_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(id.first_time_downloads, 0) as first_time_downloads,\n coalesce(id.redownloads, 0) as redownloads,\n coalesce(id.total_downloads, 0) as total_downloads,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.date_day = ip.date_day\n and rg.app_id = ip.app_id\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day \n and rg.app_id = id.app_id\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day \n and rg.app_id = sa.app_id \n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__subscription_report.sql", "original_file_path": "models/apple_store__subscription_report.sql", "unique_id": "model.apple_store.apple_store__subscription_report", "fqn": ["apple_store", "apple_store__subscription_report"], "alias": "apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "b030a81bc6f25bdd53b7839369a730757ea41db1ca77f49d674a657a653d07b9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by account, app, subscription name, country and state", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.923177, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__subscription_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), subscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__subscription_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.date_day,\n rg.vendor_number,\n rg.app_apple_id,\n rg.app_name,\n rg.subscription_name,\n case \n when country_codes.alternative_country_name is null then country_codes.country_name\n else country_codes.alternative_country_name\n end as territory_long,\n rg.country as territory_short,\n rg.state,\n country_codes.region, \n country_codes.sub_region,\n rg.source_relation,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n from reporting_grain as rg\n left join subscription_summary as ss \n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = ss.app_apple_id\n and rg.date_day = ss.date_day\n and rg.subscription_name = ss.subscription_name\n and rg.country = ss.country\n and rg.state = ss.state\n and rg.source_relation = ss.source_relation\n left join subscription_events as se\n on rg.vendor_number = ss.vendor_number\n and rg.app_apple_id = se.app_apple_id\n and rg.date_day = se.date_day\n and rg.subscription_name = se.subscription_name\n and rg.country = se.country\n and rg.state = se.state\n and rg.source_relation = se.source_relation\n left join country_codes\n on rg.country = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__platform_version_report.sql", "original_file_path": "models/apple_store__platform_version_report.sql", "unique_id": "model.apple_store.apple_store__platform_version_report", "fqn": ["apple_store", "apple_store__platform_version_report"], "alias": "apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "4d521de311d65fba8111b2c598f24a1a978de8ca6f508879534b7c78361f9b3e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and platform version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.92588, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__platform_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__platform_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store.int_apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__platform_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.platform_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac \n on rg.app_id = ac.app_id\n and rg.platform_version = ac.platform_version\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.platform_version = ip.platform_version\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.platform_version = dd.platform_version\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.platform_version = id.platform_version\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.platform_version = sa.platform_version\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__territory_report.sql", "original_file_path": "models/apple_store__territory_report.sql", "unique_id": "model.apple_store.apple_store__territory_report", "fqn": ["apple_store", "apple_store__territory_report"], "alias": "apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "fa63754a2c69a51860a30eac6962e746bfa3ad423853943ebe9315fe912208c2"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and territory", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_long": {"name": "territory_long", "description": "Either the alternative country name, or the country name if the alternative doesn't exist.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory_short": {"name": "territory_short", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "region": {"name": "region", "description": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sub_region": {"name": "sub_region", "description": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.924453, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__territory_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__territory_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name, country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n country_codes.region as region,\n country_codes.sub_region as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}, {"name": "int_apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes", "model.apple_store.int_apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_source\".\"apple_store_country_codes\"\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__territory_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n coalesce(country_codes.alternative_country_name, country_codes.country_name) as territory_long,\n coalesce(rg.territory, country_codes.country_code_alpha_2) as territory_short,\n country_codes.region as region,\n country_codes.sub_region as sub_region,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.territory = ip.territory\n and rg.source_relation = ip.source_relation\n left join downloads_daily as dd\n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.territory = dd.territory\n and rg.source_relation = dd.source_relation\n left join install_deletions as id\n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.territory = id.territory\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.territory = sa.territory\n and rg.source_relation = sa.source_relation\n left join country_codes\n on rg.territory = country_codes.country_code_alpha_2\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__device_report.sql", "original_file_path": "models/apple_store__device_report.sql", "unique_id": "model.apple_store.apple_store__device_report", "fqn": ["apple_store", "apple_store__device_report"], "alias": "apple_store__device_report", "checksum": {"name": "sha256", "checksum": "90767ccb542ea7b3d8de37d61e971212e963d82d4cc7a1863cd9502136b31215"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily subscription metrics by app_id, source_type and device", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions_unique_device": {"name": "impressions_unique_device", "description": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views_unique_device": {"name": "page_views_unique_device", "description": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.924881, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__device_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__device_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__device_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.device,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.impressions_unique_device, 0) as impressions_unique_device,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ip.page_views_unique_device, 0) as page_views_unique_device,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n\n from reporting_grain as rg\n left join impressions_and_page_views as ip\n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_type = ip.source_type\n and rg.device = ip.device\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_type = ac.source_type\n and rg.device = ac.device\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_type = dd.source_type\n and rg.device = dd.device\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_type = id.source_type\n and rg.device = id.device\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_type = sa.source_type\n and rg.device = sa.device\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss\n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name \n and rg.source_type = ss.source_type\n and rg.device = ss.device\n left join subscription_events as se\n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name \n and rg.source_type = se.source_type\n and rg.device = se.device\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__app_version_report.sql", "original_file_path": "models/apple_store__app_version_report.sql", "unique_id": "model.apple_store.apple_store__app_version_report", "fqn": ["apple_store", "apple_store__app_version_report"], "alias": "apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "e81a2cecd8c51bbb65612628ff7e3d33dbc6770044e8c228de82658ded0dfc01"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each by app_id, source_type and app version", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.926181, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__app_version_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__app_version_report') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\nreporting_grain as (\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__app_version_report\"\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n rg.source_type,\n rg.app_version,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n from reporting_grain as rg\n left join app_crashes as ac\n on rg.date_day = ac.date_day\n and rg.app_id = ac.app_id\n and rg.app_version = ac.app_version\n and rg.source_type = ac.source_type\n and rg.source_relation = ac.source_relation\n left join install_deletions as id\n on rg.date_day = id.date_day\n and rg.app_id = id.app_id\n and rg.app_version = id.app_version\n and rg.source_type = id.source_type\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa\n on rg.date_day = sa.date_day\n and rg.app_id = sa.app_id\n and rg.app_version = sa.app_version\n and rg.source_type = sa.source_type\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.apple_store__overview_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "apple_store__overview_report", "resource_type": "model", "package_name": "apple_store", "path": "apple_store__overview_report.sql", "original_file_path": "models/apple_store__overview_report.sql", "unique_id": "model.apple_store.apple_store__overview_report", "fqn": ["apple_store", "apple_store__overview_report"], "alias": "apple_store__overview_report", "checksum": {"name": "sha256", "checksum": "1b51fd14a1fa20ecefa08bb6582c37b6ecafbb5adf3bf88d699b0776db9b6156"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "Each record represents daily metrics for each app_id", "columns": {"source_relation": {"name": "source_relation", "description": "The source of the record if the unioning functionality is being used. If it is not this field will be empty.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date_day": {"name": "date_day", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "impressions": {"name": "impressions", "description": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_views": {"name": "page_views", "description": "The number of times a user was presented with a dedicated page for your app or in-app event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_time_downloads": {"name": "first_time_downloads", "description": "The number of first time downloads for your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "redownloads": {"name": "redownloads", "description": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_downloads": {"name": "total_downloads", "description": "Total Downloads is the sum of Redownloads and First Time Downloads.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_devices": {"name": "active_devices", "description": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "deletions": {"name": "deletions", "description": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "installations": {"name": "installations", "description": "The number of times your app is installed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "apple_store://models/apple_store.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.925526, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__overview_report\"", "raw_code": "with app as (\n select\n app_id,\n app_name,\n source_relation\n from {{ var('app_store_app') }}\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from {{ var('app_crash_daily') }}\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from {{ ref('int_apple_store__session_daily') }}\n group by 1,2,3\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from {{ var('sales_subscription_summary') }}\n {{ dbt_utils.group_by(3) }}\n),\n\nsubscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(3) }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from {{ ref('int_apple_store__app') }}\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n {% if var('apple_store__using_subscriptions', False) %}\n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n {% for event_val in var('apple_store__subscription_events') %}\n {% set event_column = 'event_' ~ event_val | replace(' ', '_') | trim | lower %}\n , coalesce({{ 'se.' ~ event_column }}, 0)\n as {{ event_column }} \n {% endfor %}\n {% endif %}\n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n {% if var('apple_store__using_subscriptions', False) %}\n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n {% endif %}\n)\n\nselect *\nfrom final", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}, {"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}, {"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}, {"name": "int_apple_store__download_daily", "package": null, "version": null}, {"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}, {"name": "int_apple_store__session_daily", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}, {"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}, {"name": "int_apple_store__app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__sales_subscription_summary", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store.int_apple_store__app"]}, "compiled_path": "target/compiled/apple_store/models/apple_store__overview_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n), app as (\n select\n app_id,\n app_name,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\nimpressions_and_page_views as (\n select\n app_id,\n date_day,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3\n),\n\napp_crashes as (\n select\n app_id,\n date_day,\n source_relation,\n sum(crashes) as crashes\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by 1,2,3\n),\n\ndownloads_daily as (\n select\n app_id,\n date_day,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3\n),\n\ninstall_deletions as (\n select\n app_id,\n date_day,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3\n),\n\nsessions_activity as (\n select\n app_id,\n date_day,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\n from __dbt__cte__int_apple_store__session_daily\n group by 1,2,3\n),\n\n\nsubscription_summary as (\n\n select\n app_name,\n date_day,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by 1,2,3\n),\n\nsubscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3\n),\n\n\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select *\n from __dbt__cte__int_apple_store__app\n),\n\n-- Final aggregation using reporting grain\nfinal as (\n select\n rg.source_relation,\n rg.date_day,\n rg.app_id,\n a.app_name,\n coalesce(ip.impressions, 0) as impressions,\n coalesce(ip.page_views, 0) as page_views,\n coalesce(ac.crashes, 0) as crashes,\n coalesce(dd.first_time_downloads, 0) as first_time_downloads,\n coalesce(dd.redownloads, 0) as redownloads,\n coalesce(dd.total_downloads, 0) as total_downloads,\n coalesce(sa.active_devices, 0) as active_devices,\n coalesce(id.deletions, 0) as deletions,\n coalesce(id.installations, 0) as installations,\n coalesce(sa.sessions, 0) as sessions\n \n ,\n coalesce(ss.active_free_trial_introductory_offer_subscriptions, 0) as active_free_trial_introductory_offer_subscriptions,\n coalesce(ss.active_pay_as_you_go_introductory_offer_subscriptions, 0) as active_pay_as_you_go_introductory_offer_subscriptions,\n coalesce(ss.active_pay_up_front_introductory_offer_subscriptions, 0) as active_pay_up_front_introductory_offer_subscriptions,\n coalesce(ss.active_standard_price_subscriptions, 0) as active_standard_price_subscriptions\n \n \n , coalesce(se.event_renew, 0)\n as event_renew \n \n \n , coalesce(se.event_cancel, 0)\n as event_cancel \n \n \n , coalesce(se.event_subscribe, 0)\n as event_subscribe \n \n \n from reporting_grain as rg\n left join impressions_and_page_views as ip \n on rg.app_id = ip.app_id\n and rg.date_day = ip.date_day\n and rg.source_relation = ip.source_relation\n left join app_crashes as ac\n on rg.app_id = ac.app_id\n and rg.date_day = ac.date_day\n and rg.source_relation = ac.source_relation\n left join downloads_daily as dd \n on rg.app_id = dd.app_id\n and rg.date_day = dd.date_day\n and rg.source_relation = dd.source_relation\n left join install_deletions as id \n on rg.app_id = id.app_id\n and rg.date_day = id.date_day\n and rg.source_relation = id.source_relation\n left join sessions_activity as sa \n on rg.app_id = sa.app_id\n and rg.date_day = sa.date_day\n and rg.source_relation = sa.source_relation\n left join app as a\n on rg.app_id = a.app_id\n and rg.source_relation = a.source_relation\n\n \n left join subscription_summary as ss \n on rg.date_day = ss.date_day\n and rg.source_relation = ss.source_relation\n and a.app_name = ss.app_name\n left join subscription_events as se \n on rg.date_day = se.date_day\n and rg.source_relation = se.source_relation\n and a.app_name = se.app_name\n \n)\n\nselect *\nfrom final", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app", "sql": " __dbt__cte__int_apple_store__app as (\nwith date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__session_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__session_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__session_daily.sql", "original_file_path": "models/intermediate/int_apple_store__session_daily.sql", "unique_id": "model.apple_store.int_apple_store__session_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__session_daily"], "alias": "int_apple_store__session_daily", "checksum": {"name": "sha256", "checksum": "bfcf3f8abd297741e4b45967bba6504a2292f907bd77bcedcf6924e4d03d9231"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.716705, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_session_standard_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__session_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__date_spine": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__date_spine", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__date_spine.sql", "original_file_path": "models/intermediate/int_apple_store__date_spine.sql", "unique_id": "model.apple_store.int_apple_store__date_spine", "fqn": ["apple_store", "intermediate", "int_apple_store__date_spine"], "alias": "int_apple_store__date_spine", "checksum": {"name": "sha256", "checksum": "1ccbac4080300fb3b8a63b20c4004047061b5852f61788ea35d321e2e6a067e8"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.718987, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"", "raw_code": "{{ config(materialized='table') }}\n\nwith spine as (\n\n {% if execute and flags.WHICH in ('run', 'build') %}\n\n{% set first_date_query %}\n\n select min(date_day) as min_date_day\n from (\n select cast(date as date) as date_day from {{ source('apple_store', 'app_store_installation_and_deletion_standard_daily') }}\n union all\n select cast(date as date) as date_day from {{ source('apple_store', 'app_store_discovery_and_engagement_standard_daily') }}\n union all\n select cast(date as date) as date_day from {{ source('apple_store', 'app_store_download_standard_daily') }}\n union all\n select cast(date as date) as date_day from {{ source('apple_store', 'app_crash_daily') }}\n union all\n select cast(date as date) as date_day from {{ source('apple_store', 'app_session_standard_daily') }}\n ) as all_dates\n\n{% endset %}\n\n{%- set first_date = dbt_utils.get_single_value(first_date_query) %}\n\n{% else %}\n{%- set first_date = '2023-01-01' %}\n\n{% endif %}\n\n{{\n dbt_utils.date_spine(\n datepart=\"day\",\n start_date = \"cast('\" ~ first_date ~ \"' as date)\",\n end_date=dbt.dateadd(\"day\", 1, dbt.current_timestamp())\n ) \n}} \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.dateadd", "macro.dbt_utils.date_spine"], "nodes": []}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__date_spine.sql", "compiled": true, "compiled_code": "\n\nwith spine as (\n\n \n\n\n\n\n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 776\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n cast('2023-01-01' as date) + ((interval '1 day') * (row_number() over (order by 1) - 1))\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= \n\n now() + ((interval '1 day') * (1))\n\n\n\n)\n\nselect * from filtered\n\n \n\n)\n\nselect\n cast(date_day as date) as date_day \nfrom spine", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__discovery_and_engagement_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__discovery_and_engagement_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__discovery_and_engagement_daily.sql", "original_file_path": "models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "unique_id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__discovery_and_engagement_daily"], "alias": "int_apple_store__discovery_and_engagement_daily", "checksum": {"name": "sha256", "checksum": "06a88da4d1a1e069d6fa3bbd8d30e607a24ba4c050d467617b9a7db4364e2232"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.731047, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_discovery_and_engagement_standard_daily') }}\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n {{ dbt_utils.group_by(9) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__download_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__download_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__download_daily.sql", "original_file_path": "models/intermediate/int_apple_store__download_daily.sql", "unique_id": "model.apple_store.int_apple_store__download_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__download_daily"], "alias": "int_apple_store__download_daily", "checksum": {"name": "sha256", "checksum": "8ae847b2f4ade3e7e693ae2cade83855a4d3c42c86440e307a4bf2a1cf88a6b0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.733273, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_download_standard_daily') }}\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n {{ dbt_utils.group_by(12) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__download_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__installation_and_deletion_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__installation_and_deletion_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/int_apple_store__installation_and_deletion_daily.sql", "original_file_path": "models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "unique_id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "fqn": ["apple_store", "intermediate", "int_apple_store__installation_and_deletion_daily"], "alias": "int_apple_store__installation_and_deletion_daily", "checksum": {"name": "sha256", "checksum": "8a13260d06730dfefa4c7e0b0e73661af13766d9147654fcaff1f0a4a05ea5cb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.735301, "relation_name": null, "raw_code": "with base as (\n\n select *\n from {{ var('app_store_installation_and_deletion_standard_daily') }}\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n {{ dbt_utils.group_by(11) }}\n\n)\n\nselect * \nfrom aggregated", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/int_apple_store__installation_and_deletion_daily.sql", "compiled": true, "compiled_code": "with base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__territory_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__territory_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "unique_id": "model.apple_store.int_apple_store__territory_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__territory_report"], "alias": "int_apple_store__territory_report", "checksum": {"name": "sha256", "checksum": "2af29860173c24a2adf65dbf7ac077ec081ae2923163d7a8c646ab7e319b56a5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.73743, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__territory_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__territory_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__territory_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__territory_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__territory_sessions_activity') }}\n),\n\ncountry_codes as (\n \n select * \n from {{ var('apple_store_country_codes') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__territory_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__territory_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__territory_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__territory_sessions_activity", "package": null, "version": null}, {"name": "apple_store_country_codes", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__territory_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__territory_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__territory_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__territory_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__territory_sessions_activity\n),\n\ncountry_codes as (\n \n select * \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_source\".\"apple_store_country_codes\"\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select\n app_id, \n source_type, \n territory, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from downloads_daily\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from install_deletions\n\n union all\n\n select\n app_id, \n source_type, \n territory, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n territory,\n source_relation\nfrom pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.territory,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_impressions_page_views", "sql": " __dbt__cte__int_apple_store__territory_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_downloads_daily", "sql": " __dbt__cte__int_apple_store__territory_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_install_deletions", "sql": " __dbt__cte__int_apple_store__territory_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__territory_sessions_activity", "sql": " __dbt__cte__int_apple_store__territory_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__subscription_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__subscription_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "unique_id": "model.apple_store.int_apple_store__subscription_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__subscription_report"], "alias": "int_apple_store__subscription_report", "checksum": {"name": "sha256", "checksum": "98a7601f0bbc241fef1eeff00bbc12876b46e9907a0a1d18d646d2b64f1356e9"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7406368, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__subscription_report\"", "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n), \n\nsubscription_summary as (\n select * \n from {{ ref('int_apple_store__subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__subscription_events') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_summary", "model.apple_store.int_apple_store__subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__subscription_report.sql", "compiled": true, "compiled_code": "\n\nwith __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n), __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n), \n\nsubscription_summary as (\n select * \n from __dbt__cte__int_apple_store__subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__subscription_events\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_summary\n\n union all\n\n select \n date_day, \n vendor_number, \n app_apple_id, \n app_name, \n subscription_name, \n country, \n state, \n source_relation\n from subscription_events\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n date_day,\n vendor_number,\n app_apple_id,\n app_name,\n subscription_name,\n country,\n state,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.vendor_number,\n ug.app_apple_id,\n ug.app_name,\n ug.subscription_name,\n ug.country,\n ug.state,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__subscription_summary", "sql": " __dbt__cte__int_apple_store__subscription_summary as (\n\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8\n)"}, {"id": "model.apple_store.int_apple_store__subscription_events", "sql": " __dbt__cte__int_apple_store__subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__app_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "unique_id": "model.apple_store.int_apple_store__app_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__app_version_report"], "alias": "int_apple_store__app_version_report", "checksum": {"name": "sha256", "checksum": "08686696791f69907638d9b29a9ae5a8d3a09be3ac1fd9e3bcacc53072db0f18"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7427819, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__app_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__app_version_app_crashes') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__app_version_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__app_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__app_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__app_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__app_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__app_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__app_version_app_crashes\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__app_version_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__app_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n app_version, \n source_type, \n source_relation \n from app_crashes\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from install_deletions\n \n union all\n \n select \n app_id, \n app_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n app_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.app_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__app_version_app_crashes", "sql": " __dbt__cte__int_apple_store__app_version_app_crashes as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_install_deletions", "sql": " __dbt__cte__int_apple_store__app_version_install_deletions as (\nselect\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__app_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__app_version_sessions_activity as (\nselect\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__platform_version_report"], "alias": "int_apple_store__platform_version_report", "checksum": {"name": "sha256", "checksum": "e36d6e874c34c7aac51f94fa4084d8043cf7748c9c3b81e2e82c2dbcdbcdeeed"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7438998, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__platform_version_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__platform_version_app_crashes') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__platform_version_impressions_pv') }}\n),\n\ndownloads_daily as (\n select * \n from {{ ref('int_apple_store__platform_version_downloads_daily') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__platform_version_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__platform_version_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__platform_version_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__platform_version_impressions_pv", "package": null, "version": null}, {"name": "int_apple_store__platform_version_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__platform_version_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__platform_version_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__platform_version_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__platform_version_app_crashes\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__platform_version_impressions_pv\n),\n\ndownloads_daily as (\n select * \n from __dbt__cte__int_apple_store__platform_version_downloads_daily\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__platform_version_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__platform_version_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from app_crashes\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from downloads_daily\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n platform_version, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n platform_version,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.platform_version,\n ug.source_type, \n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__platform_version_app_crashes", "sql": " __dbt__cte__int_apple_store__platform_version_app_crashes as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "sql": " __dbt__cte__int_apple_store__platform_version_impressions_pv as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "sql": " __dbt__cte__int_apple_store__platform_version_downloads_daily as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_install_deletions", "sql": " __dbt__cte__int_apple_store__platform_version_install_deletions as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "sql": " __dbt__cte__int_apple_store__platform_version_sessions_activity as (\nselect\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__device_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__device_report.sql", "unique_id": "model.apple_store.int_apple_store__device_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__device_report"], "alias": "int_apple_store__device_report", "checksum": {"name": "sha256", "checksum": "c7050b4e0c7bbace1805682bb67e8b05ac9f6262dfc43a5dfda9ec98887d5aae"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.745131, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__device_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select *\n from {{ ref('int_apple_store__device_impressions_page_views') }}\n),\n\ndownloads_daily as (\n select *\n from {{ ref('int_apple_store__device_downloads_daily') }}\n),\n\ninstall_deletions as (\n select *\n from {{ ref('int_apple_store__device_install_deletions') }}\n),\n\nsessions_activity as (\n select *\n from {{ ref('int_apple_store__device_sessions_activity') }}\n),\n\napp_crashes as (\n select * \n from {{ ref('int_apple_store__device_app_crashes') }}\n),\n\n{% if var('apple_store__using_subscriptions', False) %}\nsubscription_summary as (\n select *\n from {{ ref('int_apple_store__device_subscription_summary') }}\n),\n\nsubscription_events as (\n select *\n from {{ ref('int_apple_store__device_subscription_events') }}\n),\n\n{% endif %}\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__device_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__device_downloads_daily", "package": null, "version": null}, {"name": "int_apple_store__device_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__device_sessions_activity", "package": null, "version": null}, {"name": "int_apple_store__device_app_crashes", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_summary", "package": null, "version": null}, {"name": "int_apple_store__device_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store.int_apple_store__device_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__device_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n), __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select *\n from __dbt__cte__int_apple_store__device_impressions_page_views\n),\n\ndownloads_daily as (\n select *\n from __dbt__cte__int_apple_store__device_downloads_daily\n),\n\ninstall_deletions as (\n select *\n from __dbt__cte__int_apple_store__device_install_deletions\n),\n\nsessions_activity as (\n select *\n from __dbt__cte__int_apple_store__device_sessions_activity\n),\n\napp_crashes as (\n select * \n from __dbt__cte__int_apple_store__device_app_crashes\n),\n\n\nsubscription_summary as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_summary\n),\n\nsubscription_events as (\n select *\n from __dbt__cte__int_apple_store__device_subscription_events\n),\n\n\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n device, \n source_relation \n from impressions_and_page_views\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from downloads_daily\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from install_deletions\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from sessions_activity\n \n union all\n\n select \n app_id, \n source_type, \n device, \n source_relation \n from app_crashes\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n device,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type, \n ug.device,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect * \nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_impressions_page_views", "sql": " __dbt__cte__int_apple_store__device_impressions_page_views as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_downloads_daily", "sql": " __dbt__cte__int_apple_store__device_downloads_daily as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_install_deletions", "sql": " __dbt__cte__int_apple_store__device_install_deletions as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__device_sessions_activity", "sql": " __dbt__cte__int_apple_store__device_sessions_activity as (\nselect\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_app_crashes", "sql": " __dbt__cte__int_apple_store__device_app_crashes as (\nselect\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_summary", "sql": " __dbt__cte__int_apple_store__device_subscription_summary as (\n\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5\n)"}, {"id": "model.apple_store.int_apple_store__device_subscription_events", "sql": " __dbt__cte__int_apple_store__device_subscription_events as (\n\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_report": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__source_type_report", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/reporting_grain/int_apple_store__source_type_report.sql", "original_file_path": "models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "unique_id": "model.apple_store.int_apple_store__source_type_report", "fqn": ["apple_store", "intermediate", "reporting_grain", "int_apple_store__source_type_report"], "alias": "int_apple_store__source_type_report", "checksum": {"name": "sha256", "checksum": "e81232cdc5674574fa48ee25b2268dd9b79c22df6787cb3b22e8a85e168c9cfb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.747651, "relation_name": "\"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__source_type_report\"", "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\nimpressions_and_page_views as (\n select * \n from {{ ref('int_apple_store__source_type_impressions_page_views') }}\n),\n\ninstall_deletions as (\n select * \n from {{ ref('int_apple_store__source_type_install_deletions') }}\n),\n\nsessions_activity as (\n select * \n from {{ ref('int_apple_store__source_type_sessions_activity') }}\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "int_apple_store__source_type_impressions_page_views", "package": null, "version": null}, {"name": "int_apple_store__source_type_install_deletions", "package": null, "version": null}, {"name": "int_apple_store__source_type_sessions_activity", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_sessions_activity"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/reporting_grain/int_apple_store__source_type_report.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n), __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n), __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n), date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\nimpressions_and_page_views as (\n select * \n from __dbt__cte__int_apple_store__source_type_impressions_page_views\n),\n\ninstall_deletions as (\n select * \n from __dbt__cte__int_apple_store__source_type_install_deletions\n),\n\nsessions_activity as (\n select * \n from __dbt__cte__int_apple_store__source_type_sessions_activity\n),\n\n-- Unifying all dimension values before aggregation\npre_reporting_grain as (\n select \n app_id, \n source_type, \n source_relation \n from impressions_and_page_views\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from install_deletions\n\n union all\n\n select \n app_id, \n source_type, \n source_relation \n from sessions_activity\n),\n\n-- Ensuring distinct combinations of all dimensions\ndistinct_reporting_grain as (\n select distinct\n app_id,\n source_type,\n source_relation\n from pre_reporting_grain\n),\n\nreporting_grain as (\n select\n ds.date_day,\n ug.app_id,\n ug.source_type,\n ug.source_relation\n from date_spine as ds\n cross join distinct_reporting_grain as ug\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "sql": " __dbt__cte__int_apple_store__source_type_impressions_page_views as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_install_deletions", "sql": " __dbt__cte__int_apple_store__source_type_install_deletions as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4\n)"}, {"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}, {"id": "model.apple_store.int_apple_store__source_type_sessions_activity", "sql": " __dbt__cte__int_apple_store__source_type_sessions_activity as (\nselect\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__source_type_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__source_type_impressions_page_views", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_impressions_page_views"], "alias": "int_apple_store__source_type_impressions_page_views", "checksum": {"name": "sha256", "checksum": "29883090776672cb99397ad258002a1eb0feb9b7370dc218b890ed1816f223d1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7487319, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(page_views) as page_views\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__source_type_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__source_type_install_deletions", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_install_deletions"], "alias": "int_apple_store__source_type_install_deletions", "checksum": {"name": "sha256", "checksum": "03948ed77d7e421dcec9c150f79b7e39ae4944f7a6007b0aa3cadaf429a5e58f"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.749563, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads,\n sum(deletions) as deletions,\n sum(installations) as installations\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__source_type_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__source_type_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "original_file_path": "models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__source_type_sessions_activity", "fqn": ["apple_store", "intermediate", "source_type", "int_apple_store__source_type_sessions_activity"], "alias": "int_apple_store__source_type_sessions_activity", "checksum": {"name": "sha256", "checksum": "6fa4328691d6582856f8ba3cdb85486848df820a6f2e945f0a95bb8fe29cc72c"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.750379, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/source_type/int_apple_store__source_type_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n source_type,\n source_relation,\n sum(active_devices) as active_devices,\n sum(sessions) as sessions\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_summary.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__subscription_summary", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_summary"], "alias": "int_apple_store__subscription_summary", "checksum": {"name": "sha256", "checksum": "53c52cf1ec11619d63efc089a92d7092afd723e3261e537859ce47af5b185664"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.751194, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(8) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5,6,7,8", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/subscription/int_apple_store__subscription_events.sql", "original_file_path": "models/intermediate/subscription/int_apple_store__subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__subscription_events", "fqn": ["apple_store", "intermediate", "subscription", "int_apple_store__subscription_events"], "alias": "int_apple_store__subscription_events", "checksum": {"name": "sha256", "checksum": "a1bfed01aca64322749a5784a3b31995d92c553c0af1c01c0befea28bb706013"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.753458, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }}\n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(8) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/subscription/int_apple_store__subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n vendor_number,\n app_apple_id,\n app_name,\n date_day,\n subscription_name,\n country,\n state,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5,6,7,8\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_sessions_activity", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_sessions_activity"], "alias": "int_apple_store__platform_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "cc70e4bd756791c7f0cb8e14b14cf589d84da3c001ee7a67824e540bcad16b20"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.756683, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_downloads_daily", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_downloads_daily"], "alias": "int_apple_store__platform_version_downloads_daily", "checksum": {"name": "sha256", "checksum": "0d55f7b7110130f378f49926bcf1440e2cf035f87fcc84c30b6d3a3669619030"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.757588, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from {{ ref('int_apple_store__download_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\n from __dbt__cte__int_apple_store__download_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_impressions_pv": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_impressions_pv", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_impressions_pv", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_impressions_pv"], "alias": "int_apple_store__platform_version_impressions_pv", "checksum": {"name": "sha256", "checksum": "3c181912a0d02f485500b7f2a02fbdd9a916a01f2cfa6a4dad7cad464107a324"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.758552, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_impressions_pv.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\n from __dbt__cte__int_apple_store__discovery_and_engagement_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_install_deletions", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_install_deletions"], "alias": "int_apple_store__platform_version_install_deletions", "checksum": {"name": "sha256", "checksum": "bcf3672d21e9b2f55262902851c0876029f01b491bf17d7e6ca936a581bef91a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.759392, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__platform_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__platform_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "original_file_path": "models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__platform_version_app_crashes", "fqn": ["apple_store", "intermediate", "platform_version", "int_apple_store__platform_version_app_crashes"], "alias": "int_apple_store__platform_version_app_crashes", "checksum": {"name": "sha256", "checksum": "c5c6274e03c5aef84619e98d53cb2882278d650ceb36317617477584e565aadc"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.760246, "relation_name": null, "raw_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/platform_version/int_apple_store__platform_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n platform_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__territory_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_install_deletions.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__territory_install_deletions", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_install_deletions"], "alias": "int_apple_store__territory_install_deletions", "checksum": {"name": "sha256", "checksum": "d566f6d3a48d171d1d1ce2fbdf32be9332c1bd7e28a2ce08b5f1ce5fda74f78a"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.762246, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from {{ ref('int_apple_store__installation_and_deletion_daily') }}\n group by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\n from __dbt__cte__int_apple_store__installation_and_deletion_daily\n group by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__territory_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_sessions_activity.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__territory_sessions_activity", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_sessions_activity"], "alias": "int_apple_store__territory_sessions_activity", "checksum": {"name": "sha256", "checksum": "481a7622f268aabf30c0e26c9ff3b822db26d121faa62691ad69221a28c4d6c6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.763157, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__territory_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_downloads_daily.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__territory_downloads_daily", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_downloads_daily"], "alias": "int_apple_store__territory_downloads_daily", "checksum": {"name": "sha256", "checksum": "8fb6f7257bae121ded440d2d69915f0fbd9859e2aeea87b9eaf15ce3a4941a56"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.76403, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__territory_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__territory_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "original_file_path": "models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__territory_impressions_page_views", "fqn": ["apple_store", "intermediate", "territory", "int_apple_store__territory_impressions_page_views"], "alias": "int_apple_store__territory_impressions_page_views", "checksum": {"name": "sha256", "checksum": "7e05367c58bf5a5d78df86fb856d306c45b9880b2298ce11c0ad3a2f1ad73bc5"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7648408, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/territory/int_apple_store__territory_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n territory,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/overview/int_apple_store__app.sql", "original_file_path": "models/intermediate/overview/int_apple_store__app.sql", "unique_id": "model.apple_store.int_apple_store__app", "fqn": ["apple_store", "intermediate", "overview", "int_apple_store__app"], "alias": "int_apple_store__app", "checksum": {"name": "sha256", "checksum": "a015ee7c8d94db01846abc42e7f6b652462073b5e69c1aff9506fe854b4251eb"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7656581, "relation_name": null, "raw_code": "with date_spine as (\n select\n date_day \n from {{ ref('int_apple_store__date_spine') }}\n),\n\napp as (\n select\n app_id,\n source_relation\n from {{ var('app_store_app') }}\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "language": "sql", "refs": [{"name": "int_apple_store__date_spine", "package": null, "version": null}, {"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__date_spine", "model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/overview/int_apple_store__app.sql", "compiled": true, "compiled_code": "with date_spine as (\n select\n date_day \n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"int_apple_store__date_spine\"\n),\n\napp as (\n select\n app_id,\n source_relation\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n),\n\n-- Unifying all dimension values before aggregation\nreporting_grain as (\n select\n ds.date_day,\n app.app_id,\n app.source_relation\n from date_spine as ds\n cross join app as app\n)\n\nselect *\nfrom reporting_grain", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app_version_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__app_version_install_deletions", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_install_deletions"], "alias": "int_apple_store__app_version_install_deletions", "checksum": {"name": "sha256", "checksum": "f4fb1ff380966b9261aeec695aac5137814e2bea1c2e7efdbe82b73370ecc377"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.768299, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app_version_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__app_version_app_crashes", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_app_crashes"], "alias": "int_apple_store__app_version_app_crashes", "checksum": {"name": "sha256", "checksum": "128adce40f18028b68cfb87748efe1e60e5bb4e0a16339413c1cfedd230d7127"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.769123, "relation_name": null, "raw_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n app_version,\n date_day,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__app_version_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__app_version_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "original_file_path": "models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__app_version_sessions_activity", "fqn": ["apple_store", "intermediate", "app_version", "int_apple_store__app_version_sessions_activity"], "alias": "int_apple_store__app_version_sessions_activity", "checksum": {"name": "sha256", "checksum": "712d5a99dc60dde6fe65789a990f2c415ec873b7097310841f4b5ff3b19d9fc1"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.770981, "relation_name": null, "raw_code": "select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\ngroup by 1,2,3,4,5", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/app_version/int_apple_store__app_version_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n date_day,\n app_id,\n app_version,\n source_type,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_impressions_page_views": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_impressions_page_views", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "unique_id": "model.apple_store.int_apple_store__device_impressions_page_views", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_impressions_page_views"], "alias": "int_apple_store__device_impressions_page_views", "checksum": {"name": "sha256", "checksum": "be409e0addc2b8c90b638f6ad183d76ab2cbe52036754725985860545143561e"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.771897, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom {{ ref('int_apple_store__discovery_and_engagement_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_impressions_page_views.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(impressions) as impressions,\n sum(impressions_unique_device) as impressions_unique_device,\n sum(page_views) as page_views,\n sum(page_views_unique_device) as page_views_unique_device\nfrom __dbt__cte__int_apple_store__discovery_and_engagement_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__discovery_and_engagement_daily", "sql": " __dbt__cte__int_apple_store__discovery_and_engagement_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n page_type,\n source_type,\n engagement_type,\n device,\n platform_version,\n territory,\n source_relation,\n sum(case when lower(event) = 'impression' then counts else 0 end) as impressions,\n sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device,\n sum(case when lower(event) = 'page view' then counts else 0 end) as page_views,\n sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device\n from base\n group by 1,2,3,4,5,6,7,8,9\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_install_deletions": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_install_deletions", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_install_deletions.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "unique_id": "model.apple_store.int_apple_store__device_install_deletions", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_install_deletions"], "alias": "int_apple_store__device_install_deletions", "checksum": {"name": "sha256", "checksum": "3ddc804b560de42df86dad2697ae8798be1ad45135b9a42d433c2696d68b68df"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.773611, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom {{ ref('int_apple_store__installation_and_deletion_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_install_deletions.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(installations) as installations,\n sum(deletions) as deletions\nfrom __dbt__cte__int_apple_store__installation_and_deletion_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__installation_and_deletion_daily", "sql": " __dbt__cte__int_apple_store__installation_and_deletion_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n\n),\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n source_relation,\n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads,\n sum(case when lower(event) = 'delete' then counts else 0 end) as deletions,\n sum(case when lower(event) = 'install' then counts else 0 end) as installations\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_downloads_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_downloads_daily", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_downloads_daily.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "unique_id": "model.apple_store.int_apple_store__device_downloads_daily", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_downloads_daily"], "alias": "int_apple_store__device_downloads_daily", "checksum": {"name": "sha256", "checksum": "e1e65e371bd129eb864d733f5919e1f4ef85d52aff5249f97d27da065b74077d"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.775323, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom {{ ref('int_apple_store__download_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__download_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_downloads_daily.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(first_time_downloads) as first_time_downloads,\n sum(redownloads) as redownloads,\n sum(total_downloads) as total_downloads\nfrom __dbt__cte__int_apple_store__download_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__download_daily", "sql": " __dbt__cte__int_apple_store__download_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n),\n\naggregated as (\n\n select\n date_day,\n app_id,\n download_type,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n pre_order,\n territory,\n counts,\n source_relation, \n sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads,\n sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads,\n sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11,12\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_app_crashes": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_app_crashes", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_app_crashes.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "unique_id": "model.apple_store.int_apple_store__device_app_crashes", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_app_crashes"], "alias": "int_apple_store__device_app_crashes", "checksum": {"name": "sha256", "checksum": "d52bc49d1bf5ba2035734f2f677a956111bb77e9a17ba9b0f9ec221307a78f12"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7770932, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom {{ var('app_crash_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_app_crashes.sql", "compiled": true, "compiled_code": "select\n app_id,\n date_day,\n device,\n source_type,\n source_relation,\n sum(crashes) as crashes\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_subscription_summary", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_summary.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_summary", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_summary"], "alias": "int_apple_store__device_subscription_summary", "checksum": {"name": "sha256", "checksum": "ea425eacaa7986b2957886e95bcf75675b0f6889d63dc6db9a045b53ffaa2db0"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.77902, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom {{ var('sales_subscription_summary') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_summary.sql", "compiled": true, "compiled_code": "\n\nselect\n app_name,\n date_day,\n device,\n source_type,\n source_relation,\n sum(active_free_trial_introductory_offer_subscriptions) as active_free_trial_introductory_offer_subscriptions,\n sum(active_pay_as_you_go_introductory_offer_subscriptions) as active_pay_as_you_go_introductory_offer_subscriptions,\n sum(active_pay_up_front_introductory_offer_subscriptions) as active_pay_up_front_introductory_offer_subscriptions,\n sum(active_standard_price_subscriptions) as active_standard_price_subscriptions\nfrom \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_sessions_activity": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_sessions_activity", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_sessions_activity.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "unique_id": "model.apple_store.int_apple_store__device_sessions_activity", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_sessions_activity"], "alias": "int_apple_store__device_sessions_activity", "checksum": {"name": "sha256", "checksum": "49801d04d856de4337cb1c19e3db12050a82ca6ac3101a3f7a0a386587073d31"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.781203, "relation_name": null, "raw_code": "select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom {{ ref('int_apple_store__session_daily') }}\n{{ dbt_utils.group_by(5) }}", "language": "sql", "refs": [{"name": "int_apple_store__session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store.int_apple_store__session_daily"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_sessions_activity.sql", "compiled": true, "compiled_code": "with __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n) select\n app_id,\n date_day,\n source_type,\n device,\n source_relation,\n sum(sessions) as sessions,\n sum(active_devices) as active_devices\nfrom __dbt__cte__int_apple_store__session_daily\ngroup by 1,2,3,4,5", "extra_ctes_injected": true, "extra_ctes": [{"id": "model.apple_store.int_apple_store__session_daily", "sql": " __dbt__cte__int_apple_store__session_daily as (\nwith base as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n),\n\naggregated as (\n\n select \n date_day,\n app_id,\n app_version,\n device,\n platform_version,\n source_type,\n page_type,\n app_download_date,\n territory,\n total_session_duration,\n source_relation,\n sum(sessions) as sessions,\n sum(unique_devices) as active_devices\n from base\n group by 1,2,3,4,5,6,7,8,9,10,11\n\n)\n\nselect * \nfrom aggregated\n)"}], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.apple_store.int_apple_store__device_subscription_events": {"database": "postgres", "schema": "apple_store_integration_tests_14_apple_store_dev", "name": "int_apple_store__device_subscription_events", "resource_type": "model", "package_name": "apple_store", "path": "intermediate/device_report/int_apple_store__device_subscription_events.sql", "original_file_path": "models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "unique_id": "model.apple_store.int_apple_store__device_subscription_events", "fqn": ["apple_store", "intermediate", "device_report", "int_apple_store__device_subscription_events"], "alias": "int_apple_store__device_subscription_events", "checksum": {"name": "sha256", "checksum": "760741345377599b0bc1e88f71752349267219340fe6d12f3331b9aad1155ba6"}, "config": {"enabled": true, "alias": null, "schema": "apple_store_dev", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "ephemeral", "incremental_strategy": null, "persist_docs": {"relation": true, "columns": true}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "ephemeral", "schema": "apple_store_{{ var('directed_schema','dev') }}", "enabled": true, "persist_docs": {"relation": "{{ false if target.type in ('spark','databricks') else true }}", "columns": "{{ false if target.type in ('spark','databricks') else true }}"}}, "created_at": 1739570540.7828999, "relation_name": null, "raw_code": "{{ config(enabled=var('apple_store__using_subscriptions', False)) }}\n\nwith subscription_events_filtered as (\n\n select *\n from {{ var('sales_subscription_events') }} \n where lower(event)\n in (\n {% for event_val in var('apple_store__subscription_events') %}\n {% if loop.index0 != 0 %}\n , \n {% endif %}\n '{{ var(\"apple_store__subscription_events\")[loop.index0] | trim | lower }}'\n {% endfor %} \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n {% for event_val in var('apple_store__subscription_events') %}\n , sum(case when lower(event) = '{{ event_val | trim | lower }}' then quantity else 0 end) as {{ 'event_' ~ event_val | replace(' ', '_') | trim | lower }}\n {% endfor %}\n from subscription_events_filtered\n {{ dbt_utils.group_by(5) }}\n)\n\nselect *\nfrom subscription_events", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.group_by"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store/models/intermediate/device_report/int_apple_store__device_subscription_events.sql", "compiled": true, "compiled_code": "\n\nwith subscription_events_filtered as (\n\n select *\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\" \n where lower(event)\n in (\n \n \n 'renew'\n \n \n , \n \n 'cancel'\n \n \n , \n \n 'subscribe'\n \n )\n),\n\nsubscription_events as (\n \n select\n app_name,\n date_day,\n device,\n source_type,\n source_relation\n \n , sum(case when lower(event) = 'renew' then quantity else 0 end) as event_renew\n \n , sum(case when lower(event) = 'cancel' then quantity else 0 end) as event_cancel\n \n , sum(case when lower(event) = 'subscribe' then quantity else 0 end) as event_subscribe\n \n from subscription_events_filtered\n group by 1,2,3,4,5\n)\n\nselect *\nfrom subscription_events", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "app_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_app')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id.f89403dc51", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_app_source_relation__app_id"], "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2"}, "created_at": 1739570540.897076, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_app", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_app"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_168d97aeb011897b5a45cb983c2eddf2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, app_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_app\"\n group by source_relation, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_app", "attached_node": "model.apple_store_source.stg_apple_store__app_store_app"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_events')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id.6cfcebb289", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_events_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8"}, "created_at": 1739570540.901942, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_events", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_events"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_9575a651cc3603b049b17fd54d64b6b8.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_events\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_events", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_events"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "vendor_number", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__sales_subscription_summary')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id.c63843dd71", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__sales_subscription_summary_source_relation__vendor_number___fivetran_id"], "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db"}, "created_at": 1739570540.9034681, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__sales_subscription_summary", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__sales_subscription_summary"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_d956eca0a3780615de4aede2ac4399db.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, vendor_number, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__sales_subscription_summary\"\n group by source_relation, vendor_number, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__sales_subscription_summary", "attached_node": "model.apple_store_source.stg_apple_store__sales_subscription_summary"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_crash_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id.ae509a92c3", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_crash_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0"}, "created_at": 1739570540.905045, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_crash_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_crash_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_cdeeb30e7d3da61d84cad2f7ecf835b0.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_crash_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_crash_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_crash_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_session_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id.a983e1593c", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_session_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1"}, "created_at": 1739570540.906441, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_session_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_session_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_6b5a9485a740663c5b4865c8711ff3d1.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_session_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_session_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_session_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_download_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id.8d059c5139", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_download_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4"}, "created_at": 1739570540.9079318, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_download_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_download_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_0fd3e2434bb1a2a35e08b12ecf8540c4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_download_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_download_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_download_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_installation_and_deletion_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id.08cdfd4e15", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_installation_and_deletion_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6"}, "created_at": 1739570540.9094021, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_installation_and_deletion_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_07f7cc31109a63d613c942056e1e02f6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_installation_and_deletion_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_installation_and_deletion_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"}, "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "_fivetran_id"], "model": "{{ get_where_subquery(ref('stg_apple_store__app_store_discovery_and_engagement_daily')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id", "resource_type": "test", "package_name": "apple_store_source", "path": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "original_file_path": "models/stg_apple_store.yml", "unique_id": "test.apple_store_source.dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id.0a6da5c8d5", "fqn": ["apple_store_source", "dbt_utils_unique_combination_of_columns_stg_apple_store__app_store_discovery_and_engagement_daily_source_relation__date_day__app_id___fivetran_id"], "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b"}, "created_at": 1739570540.910845, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b\") }}", "language": "sql", "refs": [{"name": "stg_apple_store__app_store_discovery_and_engagement_daily", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"]}, "compiled_path": "target/compiled/apple_store_source/models/stg_apple_store.yml/dbt_utils_unique_combination_o_ed20501111f4afa8ce191c241138eb1b.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, _fivetran_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"stg_apple_store__app_store_discovery_and_engagement_daily\"\n group by source_relation, date_day, app_id, _fivetran_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.stg_apple_store__app_store_discovery_and_engagement_daily", "attached_node": "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "vendor_number", "app_apple_id", "subscription_name", "app_name", "territory_long", "state"], "model": "{{ get_where_subquery(ref('apple_store__subscription_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state.61ef19d362", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__subscription_report_source_relation__date_day__vendor_number__app_apple_id__subscription_name__app_name__territory_long__state"], "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971"}, "created_at": 1739570540.926501, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971\") }}", "language": "sql", "refs": [{"name": "apple_store__subscription_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__subscription_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_9f419d445b13aa02a9f2a2dfcbf89971.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__subscription_report\"\n group by source_relation, date_day, vendor_number, app_apple_id, subscription_name, app_name, territory_long, state\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__subscription_report", "attached_node": "model.apple_store.apple_store__subscription_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "territory_long"], "model": "{{ get_where_subquery(ref('apple_store__territory_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long.1f8ce77eb8", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__territory_report_source_relation__date_day__app_id__source_type__territory_long"], "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2"}, "created_at": 1739570540.9280288, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2\") }}", "language": "sql", "refs": [{"name": "apple_store__territory_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__territory_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_186e00245952829cf5bfdd77d4747fd2.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, territory_long\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__territory_report\"\n group by source_relation, date_day, app_id, source_type, territory_long\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__territory_report", "attached_node": "model.apple_store.apple_store__territory_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "device"], "model": "{{ get_where_subquery(ref('apple_store__device_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device.c04feac50f", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__device_report_source_relation__date_day__app_id__source_type__device"], "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab"}, "created_at": 1739570540.92991, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab\") }}", "language": "sql", "refs": [{"name": "apple_store__device_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__device_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_afcd1cf85aa1f4d225f2c838559800ab.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, device\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__device_report\"\n group by source_relation, date_day, app_id, source_type, device\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__device_report", "attached_node": "model.apple_store.apple_store__device_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type"], "model": "{{ get_where_subquery(ref('apple_store__source_type_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type.5f6e6bf648", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__source_type_report_source_relation__date_day__app_id__source_type"], "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f"}, "created_at": 1739570540.931425, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f\") }}", "language": "sql", "refs": [{"name": "apple_store__source_type_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__source_type_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_4d31243317b0627c795e664bfcb2cc8f.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__source_type_report\"\n group by source_relation, date_day, app_id, source_type\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__source_type_report", "attached_node": "model.apple_store.apple_store__source_type_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id"], "model": "{{ get_where_subquery(ref('apple_store__overview_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id"], "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6"}, "created_at": 1739570540.9328089, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6\") }}", "language": "sql", "refs": [{"name": "apple_store__overview_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__overview_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_09e768791f170474c585c18ef82552b6.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__overview_report\"\n group by source_relation, date_day, app_id\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__overview_report", "attached_node": "model.apple_store.apple_store__overview_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "platform_version"], "model": "{{ get_where_subquery(ref('apple_store__platform_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version"], "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67"}, "created_at": 1739570540.934284, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67\") }}", "language": "sql", "refs": [{"name": "apple_store__platform_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__platform_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_d702b9ad3264822da7bf1fb335d6af67.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, platform_version\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__platform_version_report\"\n group by source_relation, date_day, app_id, source_type, platform_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__platform_version_report", "attached_node": "model.apple_store.apple_store__platform_version_report"}, "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": {"test_metadata": {"name": "unique_combination_of_columns", "kwargs": {"combination_of_columns": ["source_relation", "date_day", "app_id", "source_type", "app_version"], "model": "{{ get_where_subquery(ref('apple_store__app_version_report')) }}"}, "namespace": "dbt_utils"}, "database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version", "resource_type": "test", "package_name": "apple_store", "path": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "original_file_path": "models/apple_store.yml", "unique_id": "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143", "fqn": ["apple_store", "dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version"], "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4"}, "created_at": 1739570540.935644, "relation_name": null, "raw_code": "{{ dbt_utils.test_unique_combination_of_columns(**_dbt_generic_test_kwargs) }}{{ config(alias=\"dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4\") }}", "language": "sql", "refs": [{"name": "apple_store__app_version_report", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.test_unique_combination_of_columns", "macro.dbt.get_where_subquery"], "nodes": ["model.apple_store.apple_store__app_version_report"]}, "compiled_path": "target/compiled/apple_store/models/apple_store.yml/dbt_utils_unique_combination_o_3e51868d8738a2aec6c87bedbfe6f8a4.sql", "compiled": true, "compiled_code": "\n\n\n\n\n\nwith validation_errors as (\n\n select\n source_relation, date_day, app_id, source_type, app_version\n from \"postgres\".\"apple_store_integration_tests_14_apple_store_dev\".\"apple_store__app_version_report\"\n group by source_relation, date_day, app_id, source_type, app_version\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": null, "file_key_name": "models.apple_store__app_version_report", "attached_node": "model.apple_store.apple_store__app_version_report"}}, "sources": {"source.apple_store_source.apple_store.app_store_app": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_store_app", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_app", "fqn": ["apple_store_source", "apple_store", "app_store_app"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_app", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Table containing data about your application(s)", "columns": {"id": {"name": "id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "name": {"name": "name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_enabled": {"name": "is_enabled", "description": "Boolean indicator for whether application is enabled or not.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_store_app\"", "created_at": 1739570540.938157}, "source.apple_store_source.apple_store.sales_subscription_event_summary": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "sales_subscription_event_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_event_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_event_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_event_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription event report by account ID, app name, subscription name, event, country, state and device; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event_date": {"name": "event_date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_type": {"name": "subscription_offer_type", "description": "The type of subscription offer (e.g., Free Trial, Introductory Offer).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_duration": {"name": "subscription_offer_duration", "description": "The duration of the subscription offer (e.g., 7 Days).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in": {"name": "marketing_opt_in", "description": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "description": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_name": {"name": "promotional_offer_name", "description": "The name of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "consecutive_paid_periods": {"name": "consecutive_paid_periods", "description": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "original_start_date": {"name": "original_start_date", "description": "The original start date of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_name": {"name": "previous_subscription_name", "description": "The name of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "description": "The Apple ID of the previous subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_before_canceling": {"name": "days_before_canceling", "description": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "cancellation_reason": {"name": "cancellation_reason", "description": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_canceled": {"name": "days_canceled", "description": "For reactivate events, the number of days ago that the subscriber canceled.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "quantity": {"name": "quantity", "description": "Number of events with the same values for the other fields.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "paid_service_days_recovered": {"name": "paid_service_days_recovered", "description": "The estimated number of paid service days recovered due to Billing Grace Period.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"sales_subscription_event_summary\"", "created_at": 1739570540.938296}, "source.apple_store_source.apple_store.sales_subscription_summary": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "sales_subscription_summary", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.sales_subscription_summary", "fqn": ["apple_store_source", "apple_store", "sales_subscription_summary"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "sales_subscription_summary", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily subscription summary report by account ID, app name, country, state and subscription name; this model is aggregated by date, app_name, account_id, country, state and subscription_name for easier transformations in the modeling package.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "_fivetran_synced": {"name": "_fivetran_synced", "description": "Timestamp of when Fivetran synced a record.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "vendor_number": {"name": "vendor_number", "description": "The vendor number associated with the subscription event or summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_name": {"name": "app_name", "description": "Application Name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_apple_id": {"name": "app_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_name": {"name": "subscription_name", "description": "The subscription name associated with the subscription event metric or subscription summary metric.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_apple_id": {"name": "subscription_apple_id", "description": "Apple ID of your subscription\u2019s parent app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_group_id": {"name": "subscription_group_id", "description": "The group ID of the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "standard_subscription_duration": {"name": "standard_subscription_duration", "description": "The duration of the standard subscription (e.g., 1 Month, 1 Year).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_price": {"name": "customer_price", "description": "The price paid by the customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_currency": {"name": "customer_currency", "description": "Three-character ISO code indicating the customer\u2019s currency.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "developer_proceeds": {"name": "developer_proceeds", "description": "The proceeds for each item delivered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_currency": {"name": "proceeds_currency", "description": "The currency of the developer proceeds.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "preserved_pricing": {"name": "preserved_pricing", "description": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "proceeds_reason": {"name": "proceeds_reason", "description": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscription_offer_name": {"name": "subscription_offer_name", "description": "The name of the subscription offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "promotional_offer_id": {"name": "promotional_offer_id", "description": "The ID of the promotional offer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "state": {"name": "state", "description": "The state associated with the subscription event metrics or subscription summary metrics.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "country": {"name": "country", "description": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "client": {"name": "client", "description": "The client associated with the subscription.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "description": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently in a free trial.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay up front introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "description": "Total number of introductory offer subscriptions currently with a pay as you go introductory price.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "description": "The number of free trial promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "description": "The number of pay-up-front promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "description": "The number of pay-as-you-go promotional offer subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "marketing_opt_ins": {"name": "marketing_opt_ins", "description": "The number of marketing opt-ins.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "billing_retry": {"name": "billing_retry", "description": "The number of billing retries.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "grace_period": {"name": "grace_period", "description": "The number of grace periods.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "description": "The number of free trial offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "description": "The number of pay-up-front offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "description": "The number of pay-as-you-go offer code subscriptions.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subscribers": {"name": "subscribers", "description": "The number of subscribers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {"enabled": true}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"sales_subscription_summary\"", "created_at": 1739570540.93839}, "source.apple_store_source.apple_store.app_store_installation_and_deletion_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_store_installation_and_deletion_standard_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_installation_and_deletion_standard_daily", "fqn": ["apple_store_source", "apple_store", "app_store_installation_and_deletion_standard_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_installation_and_deletion_standard_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily metrics to estimate the number of times people install and delete your App Store apps.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_store_installation_and_deletion_standard_daily\"", "created_at": 1739570540.938449}, "source.apple_store_source.apple_store.app_store_discovery_and_engagement_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_store_discovery_and_engagement_standard_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_discovery_and_engagement_standard_daily", "fqn": ["apple_store_source", "apple_store", "app_store_discovery_and_engagement_standard_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_discovery_and_engagement_standard_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily metrics on how users discover and engage with your app on the App Store.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "event": {"name": "event", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "engagement_type": {"name": "engagement_type", "description": "The type of usage event that occurred.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_counts": {"name": "unique_counts", "description": "The total number of unique users that performed the event.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_store_discovery_and_engagement_standard_daily\"", "created_at": 1739570540.9385018}, "source.apple_store_source.apple_store.app_store_download_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_store_download_standard_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_store_download_standard_daily", "fqn": ["apple_store_source", "apple_store", "app_store_download_standard_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_store_download_standard_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily metrics to understand to understand your total number of downloads, including first-time downloads, redownloads, updates, and more.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "download_type": {"name": "download_type", "description": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "pre_order": {"name": "pre_order", "description": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "counts": {"name": "counts", "description": "The total count of events, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_store_download_standard_daily\"", "created_at": 1739570540.938554}, "source.apple_store_source.apple_store.app_crash_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_crash_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_crash_daily", "fqn": ["apple_store_source", "apple_store", "app_crash_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_crash_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily metrics to understand crashes for your App Store apps by app version and device type.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "crashes": {"name": "crashes", "description": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_crash_daily\"", "created_at": 1739570540.938603}, "source.apple_store_source.apple_store.app_session_standard_daily": {"database": "postgres", "schema": "apple_store_integration_tests_14", "name": "app_session_standard_daily", "resource_type": "source", "package_name": "apple_store_source", "path": "models/src_apple_store.yml", "original_file_path": "models/src_apple_store.yml", "unique_id": "source.apple_store_source.apple_store.app_session_standard_daily", "fqn": ["apple_store_source", "apple_store", "app_session_standard_daily"], "source_name": "apple_store", "source_description": "", "loader": "Fivetran", "identifier": "app_session_standard_daily", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "_fivetran_synced", "freshness": {"warn_after": {"count": 48, "period": "hour"}, "error_after": {"count": 168, "period": "hour"}, "filter": null}, "external": null, "description": "Daily metrics to understand how often people open your app, and how long they spend in your app.", "columns": {"_fivetran_id": {"name": "_fivetran_id", "description": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_id": {"name": "app_id", "description": "Application ID.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "date": {"name": "date", "description": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_version": {"name": "app_version", "description": "The app version of the app that the user is engaging with.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "device": {"name": "device", "description": "Device type associated with the respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "platform_version": {"name": "platform_version", "description": "The platform version of the device engaging with your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "source_type": {"name": "source_type", "description": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "page_type": {"name": "page_type", "description": "The page type which led the user to discover your app.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "app_download_date": {"name": "app_download_date", "description": "The date when the user originally downloaded the app on their device.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "territory": {"name": "territory", "description": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s).", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "sessions": {"name": "sessions", "description": "The number of sessions. Based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_session_duration": {"name": "total_session_duration", "description": "The total amount of time, in seconds, that users spent in sessions with your app on a given day.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "unique_devices": {"name": "unique_devices", "description": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"postgres\".\"apple_store_integration_tests_14\".\"app_session_standard_daily\"", "created_at": 1739570540.938655}}, "macros": {"macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.99004, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9901912, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.990262, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.990329, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9903948, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog_relations": {"name": "postgres__get_catalog_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog_relations", "macro_sql": "{% macro postgres__get_catalog_relations(information_schema, relations) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n when 'm' then 'MATERIALIZED VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n where (\n {%- for relation in relations -%}\n {%- if relation.identifier -%}\n (upper(sch.nspname) = upper('{{ relation.schema }}') and\n upper(tbl.relname) = upper('{{ relation.identifier }}'))\n {%- else-%}\n upper(sch.nspname) = upper('{{ relation.schema }}')\n {%- endif -%}\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p', 'm') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table, [m]aterialized view. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.991343, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n {%- set relations = [] -%}\n {%- for schema in schemas -%}\n {%- set dummy = relations.append({'schema': schema}) -%}\n {%- endfor -%}\n {{ return(postgres__get_catalog_relations(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9915571, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9919848, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.992064, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {% endif -%}\n {% if contract_config.enforced and (not temporary) -%}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.997529, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9978602, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9980469, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.998231, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9985018, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.998753, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.998857, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9990551, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.999279, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.9998279, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570539.999945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.00013, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.000287, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0005372, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0006669, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001007, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001132, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001199, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001313, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001397, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.001618, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0020459, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_materialized_view": {"name": "postgres__drop_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_materialized_view", "macro_sql": "{% macro postgres__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.002132, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/describe.sql", "original_file_path": "macros/relations/materialized_view/describe.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.002301, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.002384, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_materialized_view_sql": {"name": "postgres__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_materialized_view_sql", "macro_sql": "{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %}\n alter materialized view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.002484, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_sql(existing_relation, relation, sql) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.002997, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.003273, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.003443, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0036638, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_table": {"name": "postgres__drop_table", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_table", "macro_sql": "{% macro postgres__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0037482, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_table_sql": {"name": "postgres__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_table_sql", "macro_sql": "{% macro postgres__get_replace_table_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.004148, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_table_sql": {"name": "postgres__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_table_sql", "macro_sql": "{% macro postgres__get_rename_table_sql(relation, new_name) %}\n alter table {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.004253, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_view": {"name": "postgres__drop_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt_postgres.postgres__drop_view", "macro_sql": "{% macro postgres__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.004342, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_view_sql": {"name": "postgres__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_view_sql", "macro_sql": "{% macro postgres__get_replace_view_sql(relation, sql) -%}\n\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0046751, "supported_languages": null}, "macro.dbt_postgres.postgres__get_rename_view_sql": {"name": "postgres__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt_postgres.postgres__get_rename_view_sql", "macro_sql": "{% macro postgres__get_rename_view_sql(relation, new_name) %}\n alter view {{ relation }} rename to {{ new_name }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.004779, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.004902, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.005357, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.00721, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.007303, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.007587, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0078201, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0084538, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0085702, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.008652, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.008735, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0088162, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0090392, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.009212, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.009386, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.009644, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.009803, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.011918, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.012016, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.012147, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0125482, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.012645, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.012748, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.013547, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0143518, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.016779, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0169458, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0170398, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0170949, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.017178, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.017243, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.017357, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.017878, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.017987, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.018134, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.018373, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.021788, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.023353, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0236192, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.023792, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.024009, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0242329, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.027127, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0273511, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.027491, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0283, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.028435, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0287948, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.030447, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0321002, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0330508, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.033364, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0337422, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.03388, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.034286, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.037947, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0388439, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.038995, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.039561, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.039715, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0401, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.040464, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.040986, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.041114, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0412211, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.041387, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.041495, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0416582, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0417652, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0419168, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.042021, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0421078, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.04233, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0451431, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.048453, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0491278, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0498, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.050283, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.050422, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.050488, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.050657, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.050734, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.052824, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.054647, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0576088, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.058115, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.05825, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.058523, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.058635, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.058712, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.058794, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.05886, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0589492, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.059019, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.059284, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0593889, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.060135, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.060381, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.060597, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0609071, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.061059, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0612202, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0614479, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.061595, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.06202, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.062231, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.062337, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.062454, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0625658, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.063062, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.063724, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.063947, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.064092, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0642931, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0644102, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0648232, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.065069, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.065187, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.065346, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0655591, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0657122, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.06599, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066297, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066487, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066606, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066761, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066823, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.066981, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.067065, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.067244, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.067322, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.067478, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0675619, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.067921, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.068029, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.068189, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.068276, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.068435, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.068518, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0691211, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.069189, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.069495, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0695932, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.069669, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.070384, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.070658, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.070851, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.071006, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0710669, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.071222, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.071306, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.071462, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.071546, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.072049, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.072154, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.072395, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.072788, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.073052, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.073161, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.073262, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.073419, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.07348, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0739908, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.074075, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0746958, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.07481, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0749362, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075094, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075182, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075427, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075526, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075628, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.075927, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.076139, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.076309, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0764532, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0767841, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.077652, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.077981, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0781498, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.079251, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0799549, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0803788, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0805151, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.080645, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08069, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.081121, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.081454, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0815868, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.081795, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.081984, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.082078, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.082218, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.082287, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08279, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.083026, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.083133, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0834901, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0836391, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.083702, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.083898, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.083991, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.084119, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0841632, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.084317, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0843961, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08456, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08464, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.085003, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.085234, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0854259, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0855198, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.085684, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0857651, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.085912, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0860019, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.086142, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.086234, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0863721, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.086432, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0865972, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.086676, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0868149, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.086876, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088289, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088393, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088491, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088583, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0886762, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088767, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.088864, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08897, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.089065, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.089151, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.089248, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.08935, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0894458, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0895329, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.089702, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0897799, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.089927, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0899892, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0901928, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.090349, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.090434, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0907462, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.090851, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.09098, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.09114, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.091219, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.091437, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.091655, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.09182, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.091899, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092126, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092233, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0923278, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092433, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092731, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092818, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0928981, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.092958, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.093051, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0930939, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.09319, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.093285, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0937998, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.093878, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.093966, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.094192, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0942988, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0943758, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.094464, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0945349, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0957608, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.095854, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.095979, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.096212, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.096353, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.096552, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0966551, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.096769, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0969229, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.097234, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.097367, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.097447, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0977, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.097933, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0980968, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.098222, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099259, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099324, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099417, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099478, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099679, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099784, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.0998452, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.099971, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.100084, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.100214, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.100323, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1004531, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1010098, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1011221, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.10128, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.101411, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.102048, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header -%}\n {{ sql_header }}\n {%- endif -%}\n {%- if limit is not none -%}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n {%- else -%}\n {{ compiled_code }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.102358, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "{% macro get_limit_subquery_sql(sql, limit) %}\n {{ adapter.dispatch('get_limit_subquery_sql', 'dbt')(sql, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1024692, "supported_languages": null}, "macro.dbt.default__get_limit_subquery_sql": {"name": "default__get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_subquery_sql", "macro_sql": "{% macro default__get_limit_subquery_sql(sql, limit) %}\n select *\n from (\n {{ sql }}\n ) as model_limit_subq\n limit {{ limit }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.102547, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.102957, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.103054, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1031659, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.103264, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.103415, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1036842, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1054678, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1056159, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.105728, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.105879, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.105985, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106077, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106177, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106314, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1064289, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106598, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106703, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106796, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106889, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.106975, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.107153, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.107258, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.108624, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1087139, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.108887, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.10901, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1091268, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1092281, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.109874, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.110073, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.110178, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.110377, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.110504, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.110837, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1109838, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1114292, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.112446, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.112535, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.112996, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.113248, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.113576, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.113848, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.113894, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.114198, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1143339, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.114496, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1146529, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1148632, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.115218, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.115499, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.115867, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.116053, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.116235, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1169028, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1174989, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.118017, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.118639, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1190321, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.119235, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.119663, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.120141, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.120404, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.120671, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1210308, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.12131, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1216269, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.121854, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.122255, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% set pruned_cols = [column_name] %}\n\n{% if group_by_columns|length() > 0 %}\n\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n {% set pruned_cols = group_by_columns %}\n\n {% if column_name not in pruned_cols %}\n {% do pruned_cols.append(column_name) %}\n {% endif %}\n\n{% endif %}\n\n{% set select_pruned_cols = pruned_cols|join(' ,') %}\n\nselect *\nfrom (\n with pruned_rows as (\n select\n {{ select_pruned_cols }}\n from {{ model }}\n {% if group_by_columns|length() == 0 %}\n where {{ column_name }} is not null\n limit 1\n {% endif %}\n )\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from pruned_rows\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.122747, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1231208, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.123498, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.123832, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1240351, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1242712, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.124539, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1249459, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }}) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.125438, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1259809, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1264992, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns, exclude_columns, precision)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1276748, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None, exclude_columns=None, precision = None) %}\n\n{%- if compare_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both a compare and an ignore list were provided to the `equality` macro. Only one is allowed\") }}\n{%- endif -%}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{# Ensure there are no extra columns in the compare_model vs model #}\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- do dbt_utils._is_ephemeral(compare_model, 'test_equality') -%}\n\n {%- set model_columns = adapter.get_columns_in_relation(model) -%}\n {%- set compare_model_columns = adapter.get_columns_in_relation(compare_model) -%}\n\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- set include_model_columns = [] %}\n {%- for column in model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n {%- for column in compare_model_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_model_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns_set = set(include_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(include_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- else -%}\n {%- set compare_columns_set = set(model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- set compare_model_columns_set = set(compare_model_columns | map(attribute='quoted') | map(\"lower\")) %}\n {%- endif -%}\n\n {% if compare_columns_set != compare_model_columns_set %}\n {{ exceptions.raise_compiler_error(compare_model ~\" has less columns than \" ~ model ~ \", please ensure they have the same columns or use the `compare_columns` or `exclude_columns` arguments to subset them.\") }}\n {% endif %}\n\n\n{% endif %}\n\n{%- if not precision -%}\n {%- if not compare_columns -%}\n {# \n You cannot get the columns in an ephemeral model (due to not existing in the information schema),\n so if the user does not provide an explicit list of columns we must error in the case it is ephemeral\n #}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model)-%}\n\n {%- if exclude_columns -%}\n {#-- Lower case ignore columns for easier comparison --#}\n {%- set exclude_columns = exclude_columns | map(\"lower\") | list %}\n\n {# Filter out the excluded columns #}\n {%- set include_columns = [] %}\n {%- for column in compare_columns -%}\n {%- if column.name | lower not in exclude_columns -%}\n {% do include_columns.append(column) %}\n {%- endif %}\n {%- endfor %}\n\n {%- set compare_columns = include_columns | map(attribute='quoted') %}\n {%- else -%} {# Compare columns provided #}\n {%- set compare_columns = compare_columns | map(attribute='quoted') %}\n {%- endif -%}\n {%- endif -%}\n\n {% set compare_cols_csv = compare_columns | join(', ') %}\n\n{% else %} {# Precision required #}\n {#-\n If rounding is required, we need to get the types, so it cannot be ephemeral even if they provide column names\n -#}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set columns = adapter.get_columns_in_relation(model) -%}\n\n {% set columns_list = [] %}\n {%- for col in columns -%}\n {%- if (\n (col.name|lower in compare_columns|map('lower') or not compare_columns) and\n (col.name|lower not in exclude_columns|map('lower') or not exclude_columns)\n ) -%}\n {# Databricks double type is not picked up by any number type checks in dbt #}\n {%- if col.is_float() or col.is_numeric() or col.data_type == 'double' -%}\n {# Cast is required due to postgres not having round for a double precision number #}\n {%- do columns_list.append('round(cast(' ~ col.quoted ~ ' as ' ~ dbt.type_numeric() ~ '),' ~ precision ~ ') as ' ~ col.quoted) -%}\n {%- else -%} {# Non-numeric type #}\n {%- do columns_list.append(col.quoted) -%}\n {%- endif -%}\n {% endif %}\n {%- endfor -%}\n\n {% set compare_cols_csv = columns_list | join(', ') %}\n\n{% endif %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_numeric", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1298969, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.130205, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.130383, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.132525, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.133396, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1335528, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1336489, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.133904, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1340642, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.134173, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.134321, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.134418, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{% if not string %}\n{{ return('') }}\n{% endif %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.134829, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.135317, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.135734, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.136068, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.136202, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1364071, "supported_languages": null}, "macro.dbt_utils.safe_subtract": {"name": "safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.safe_subtract", "macro_sql": "{%- macro safe_subtract(field_list) -%}\n {{ return(adapter.dispatch('safe_subtract', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_subtract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.136637, "supported_languages": null}, "macro.dbt_utils.default__safe_subtract": {"name": "default__safe_subtract", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_subtract.sql", "original_file_path": "macros/sql/safe_subtract.sql", "unique_id": "macro.dbt_utils.default__safe_subtract", "macro_sql": "\n\n{%- macro default__safe_subtract(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_subtract` macro takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' -\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.136959, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1371431, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.137399, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.137805, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.138284, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.138803, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.13904, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.139147, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.139446, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.139841, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1403148, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1405492, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1407151, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1414468, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.142238, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, quote_identifiers)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.143162, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', quote_identifiers=False) -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n {%- set current_col_name = adapter.quote(col.column) if quote_identifiers else col.column -%}\n select\n {%- for exclude_col in exclude %}\n {{ adapter.quote(exclude_col) if quote_identifiers else exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ adapter.quote(field_name) if quote_identifiers else field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(current_col_name) }}\n {% else %}\n {{ current_col_name }}\n {% endif %}\n as {{ cast_to }}) as {{ adapter.quote(value_name) if quote_identifiers else value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.144224, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.144405, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1444821, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.146389, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.148374, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1485498, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.148721, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.postgres__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.149293, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1494231, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }} as tt\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1495218, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1496341, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.14973, "supported_languages": null}, "macro.dbt_utils.databricks__deduplicate": {"name": "databricks__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.databricks__deduplicate", "macro_sql": "\n{%- macro databricks__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.149825, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.149929, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1501591, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.150295, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.150518, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1508238, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1510231, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.151212, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.153179, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1533902, "supported_languages": null}, "macro.dbt_utils.redshift__get_tables_by_pattern_sql": {"name": "redshift__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.redshift__get_tables_by_pattern_sql", "macro_sql": "{% macro redshift__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% set sql %}\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from \"{{ database }}\".\"information_schema\".\"tables\"\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n union all\n select distinct\n schemaname as {{ adapter.quote('table_schema') }},\n tablename as {{ adapter.quote('table_name') }},\n 'external' as {{ adapter.quote('table_type') }}\n from svv_external_tables\n where redshift_database_name = '{{ database }}'\n and schemaname ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n {% endset %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1537752, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.154187, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1544771, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.155133, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.156045, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.156662, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.157135, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.157413, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.157824, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.15829, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1585522, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1586618, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.158891, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1592221, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.159494, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{%- if var('surrogate_key_treat_nulls_as_empty_strings', False) -%}\n {%- set default_null_value = \"\" -%}\n{%- else -%}\n {%- set default_null_value = '_dbt_utils_surrogate_key_null_' -%}\n{%- endif -%}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.159847, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.postgres__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1601548, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1602402, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.160324, "supported_languages": null}, "macro.dbt_utils.databricks__get_table_types_sql": {"name": "databricks__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.databricks__get_table_types_sql", "macro_sql": "{% macro databricks__get_table_types_sql() %}\n case table_type\n when 'MANAGED' then 'table'\n when 'BASE TABLE' then 'table'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.160406, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.160716, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.161142, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1618161, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.161973, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.162308, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.16277, "supported_languages": null}, "macro.spark_utils.get_tables": {"name": "get_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_tables", "macro_sql": "{% macro get_tables(table_regex_pattern='.*') %}\n\n {% set tables = [] %}\n {% for database in spark__list_schemas('not_used') %}\n {% for table in spark__list_relations_without_caching(database[0]) %}\n {% set db_tablename = database[0] ~ \".\" ~ table[1] %}\n {% set is_match = modules.re.match(table_regex_pattern, db_tablename) %}\n {% if is_match %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('type', 'TYPE', 'Type'))|first %}\n {% if table_type[1]|lower != 'view' %}\n {{ tables.append(db_tablename) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% endfor %}\n {{ return(tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.166067, "supported_languages": null}, "macro.spark_utils.get_delta_tables": {"name": "get_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_delta_tables", "macro_sql": "{% macro get_delta_tables(table_regex_pattern='.*') %}\n\n {% set delta_tables = [] %}\n {% for db_tablename in get_tables(table_regex_pattern) %}\n {% call statement('table_detail', fetch_result=True) -%}\n describe extended {{ db_tablename }}\n {% endcall %}\n\n {% set table_type = load_result('table_detail').table|reverse|selectattr(0, 'in', ('provider', 'PROVIDER', 'Provider'))|first %}\n {% if table_type[1]|lower == 'delta' %}\n {{ delta_tables.append(db_tablename) }}\n {% endif %}\n {% endfor %}\n {{ return(delta_tables) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.166466, "supported_languages": null}, "macro.spark_utils.get_statistic_columns": {"name": "get_statistic_columns", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.get_statistic_columns", "macro_sql": "{% macro get_statistic_columns(table) %}\n\n {% call statement('input_columns', fetch_result=True) %}\n SHOW COLUMNS IN {{ table }}\n {% endcall %}\n {% set input_columns = load_result('input_columns').table %}\n\n {% set output_columns = [] %}\n {% for column in input_columns %}\n {% call statement('column_information', fetch_result=True) %}\n DESCRIBE TABLE {{ table }} `{{ column[0] }}`\n {% endcall %}\n {% if not load_result('column_information').table[1][1].startswith('struct') and not load_result('column_information').table[1][1].startswith('array') %}\n {{ output_columns.append('`' ~ column[0] ~ '`') }}\n {% endif %}\n {% endfor %}\n {{ return(output_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.166965, "supported_languages": null}, "macro.spark_utils.spark_optimize_delta_tables": {"name": "spark_optimize_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_optimize_delta_tables", "macro_sql": "{% macro spark_optimize_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Optimizing \" ~ table) }}\n {% do run_query(\"optimize \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.167385, "supported_languages": null}, "macro.spark_utils.spark_vacuum_delta_tables": {"name": "spark_vacuum_delta_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_vacuum_delta_tables", "macro_sql": "{% macro spark_vacuum_delta_tables(table_regex_pattern='.*') %}\n\n {% for table in get_delta_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Vacuuming \" ~ table) }}\n {% do run_query(\"vacuum \" ~ table) %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_delta_tables", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.167867, "supported_languages": null}, "macro.spark_utils.spark_analyze_tables": {"name": "spark_analyze_tables", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/maintenance_operation.sql", "original_file_path": "macros/maintenance_operation.sql", "unique_id": "macro.spark_utils.spark_analyze_tables", "macro_sql": "{% macro spark_analyze_tables(table_regex_pattern='.*') %}\n\n {% for table in get_tables(table_regex_pattern) %}\n {% set start=modules.datetime.datetime.now() %}\n {% set columns = get_statistic_columns(table) | join(',') %}\n {% set message_prefix=loop.index ~ \" of \" ~ loop.length %}\n {{ dbt_utils.log_info(message_prefix ~ \" Analyzing \" ~ table) }}\n {% if columns != '' %}\n {% do run_query(\"analyze table \" ~ table ~ \" compute statistics for columns \" ~ columns) %}\n {% endif %}\n {% set end=modules.datetime.datetime.now() %}\n {% set total_seconds = (end - start).total_seconds() | round(2) %}\n {{ dbt_utils.log_info(message_prefix ~ \" Finished \" ~ table ~ \" in \" ~ total_seconds ~ \"s\") }}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.get_tables", "macro.spark_utils.get_statistic_columns", "macro.dbt_utils.log_info", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.168381, "supported_languages": null}, "macro.spark_utils.spark__concat": {"name": "spark__concat", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/concat.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/concat.sql", "unique_id": "macro.spark_utils.spark__concat", "macro_sql": "{% macro spark__concat(fields) -%}\n concat({{ fields|join(', ') }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.168481, "supported_languages": null}, "macro.spark_utils.spark__type_numeric": {"name": "spark__type_numeric", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datatypes.sql", "unique_id": "macro.spark_utils.spark__type_numeric", "macro_sql": "{% macro spark__type_numeric() %}\n decimal(28, 6)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1685429, "supported_languages": null}, "macro.spark_utils.spark__dateadd": {"name": "spark__dateadd", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/dateadd.sql", "unique_id": "macro.spark_utils.spark__dateadd", "macro_sql": "{% macro spark__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {%- set clock_component -%}\n {# make sure the dates + timestamps are real, otherwise raise an error asap #}\n to_unix_timestamp({{ spark_utils.assert_not_null('to_timestamp', from_date_or_timestamp) }})\n - to_unix_timestamp({{ spark_utils.assert_not_null('date', from_date_or_timestamp) }})\n {%- endset -%}\n\n {%- if datepart in ['day', 'week'] -%}\n \n {%- set multiplier = 7 if datepart == 'week' else 1 -%}\n\n to_timestamp(\n to_unix_timestamp(\n date_add(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ['month', 'quarter', 'year'] -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'month' -%} 1\n {%- elif datepart == 'quarter' -%} 3\n {%- elif datepart == 'year' -%} 12\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n to_unix_timestamp(\n add_months(\n {{ spark_utils.assert_not_null('date', from_date_or_timestamp) }},\n cast({{interval}} * {{multiplier}} as int)\n )\n ) + {{clock_component}}\n )\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set multiplier -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n to_timestamp(\n {{ spark_utils.assert_not_null('to_unix_timestamp', from_date_or_timestamp) }}\n + cast({{interval}} * {{multiplier}} as int)\n )\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro dateadd not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.170184, "supported_languages": null}, "macro.spark_utils.spark__datediff": {"name": "spark__datediff", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/datediff.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/datediff.sql", "unique_id": "macro.spark_utils.spark__datediff", "macro_sql": "{% macro spark__datediff(first_date, second_date, datepart) %}\n\n {%- if datepart in ['day', 'week', 'month', 'quarter', 'year'] -%}\n \n {# make sure the dates are real, otherwise raise an error asap #}\n {% set first_date = spark_utils.assert_not_null('date', first_date) %}\n {% set second_date = spark_utils.assert_not_null('date', second_date) %}\n \n {%- endif -%}\n \n {%- if datepart == 'day' -%}\n \n datediff({{second_date}}, {{first_date}})\n \n {%- elif datepart == 'week' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(datediff({{second_date}}, {{first_date}})/7)\n else ceil(datediff({{second_date}}, {{first_date}})/7)\n end\n \n -- did we cross a week boundary (Sunday)?\n + case\n when {{first_date}} < {{second_date}} and dayofweek({{second_date}}) < dayofweek({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofweek({{second_date}}) > dayofweek({{first_date}}) then -1\n else 0 end\n\n {%- elif datepart == 'month' -%}\n\n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}})))\n else ceil(months_between(date({{second_date}}), date({{first_date}})))\n end\n \n -- did we cross a month boundary?\n + case\n when {{first_date}} < {{second_date}} and dayofmonth({{second_date}}) < dayofmonth({{first_date}}) then 1\n when {{first_date}} > {{second_date}} and dayofmonth({{second_date}}) > dayofmonth({{first_date}}) then -1\n else 0 end\n \n {%- elif datepart == 'quarter' -%}\n \n case when {{first_date}} < {{second_date}}\n then floor(months_between(date({{second_date}}), date({{first_date}}))/3)\n else ceil(months_between(date({{second_date}}), date({{first_date}}))/3)\n end\n \n -- did we cross a quarter boundary?\n + case\n when {{first_date}} < {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n < (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then 1\n when {{first_date}} > {{second_date}} and (\n (dayofyear({{second_date}}) - (quarter({{second_date}}) * 365/4))\n > (dayofyear({{first_date}}) - (quarter({{first_date}}) * 365/4))\n ) then -1\n else 0 end\n\n {%- elif datepart == 'year' -%}\n \n year({{second_date}}) - year({{first_date}})\n\n {%- elif datepart in ('hour', 'minute', 'second', 'millisecond', 'microsecond') -%}\n \n {%- set divisor -%} \n {%- if datepart == 'hour' -%} 3600\n {%- elif datepart == 'minute' -%} 60\n {%- elif datepart == 'second' -%} 1\n {%- elif datepart == 'millisecond' -%} (1/1000)\n {%- elif datepart == 'microsecond' -%} (1/1000000)\n {%- endif -%}\n {%- endset -%}\n\n case when {{first_date}} < {{second_date}}\n then ceil((\n {# make sure the timestamps are real, otherwise raise an error asap #}\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n else floor((\n {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', second_date)) }}\n - {{ spark_utils.assert_not_null('to_unix_timestamp', spark_utils.assert_not_null('to_timestamp', first_date)) }}\n ) / {{divisor}})\n end\n \n {% if datepart == 'millisecond' %}\n + cast(date_format({{second_date}}, 'SSS') as int)\n - cast(date_format({{first_date}}, 'SSS') as int)\n {% endif %}\n \n {% if datepart == 'microsecond' %} \n {% set capture_str = '[0-9]{4}-[0-9]{2}-[0-9]{2}.[0-9]{2}:[0-9]{2}:[0-9]{2}.([0-9]{6})' %}\n -- Spark doesn't really support microseconds, so this is a massive hack!\n -- It will only work if the timestamp-string is of the format\n -- 'yyyy-MM-dd-HH mm.ss.SSSSSS'\n + cast(regexp_extract({{second_date}}, '{{capture_str}}', 1) as int)\n - cast(regexp_extract({{first_date}}, '{{capture_str}}', 1) as int) \n {% endif %}\n\n {%- else -%}\n\n {{ exceptions.raise_compiler_error(\"macro datediff not implemented for datepart ~ '\" ~ datepart ~ \"' ~ on Spark\") }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.174546, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp": {"name": "spark__current_timestamp", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp", "macro_sql": "{% macro spark__current_timestamp() %}\n current_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.174627, "supported_languages": null}, "macro.spark_utils.spark__current_timestamp_in_utc": {"name": "spark__current_timestamp_in_utc", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/current_timestamp.sql", "unique_id": "macro.spark_utils.spark__current_timestamp_in_utc", "macro_sql": "{% macro spark__current_timestamp_in_utc() %}\n unix_timestamp()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1746712, "supported_languages": null}, "macro.spark_utils.spark__split_part": {"name": "spark__split_part", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/cross_db_utils/split_part.sql", "original_file_path": "macros/dbt_utils/cross_db_utils/split_part.sql", "unique_id": "macro.spark_utils.spark__split_part", "macro_sql": "{% macro spark__split_part(string_text, delimiter_text, part_number) %}\n\n {% set delimiter_expr %}\n \n -- escape if starts with a special character\n case when regexp_extract({{ delimiter_text }}, '([^A-Za-z0-9])(.*)', 1) != '_'\n then concat('\\\\', {{ delimiter_text }})\n else {{ delimiter_text }} end\n \n {% endset %}\n\n {% set split_part_expr %}\n \n split(\n {{ string_text }},\n {{ delimiter_expr }}\n )[({{ part_number - 1 }})]\n \n {% endset %}\n \n {{ return(split_part_expr) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.174999, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_pattern": {"name": "spark__get_relations_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_pattern", "macro_sql": "{% macro spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n show table extended in {{ schema_pattern }} like '{{ table_pattern }}'\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=None,\n schema=row[0],\n identifier=row[1],\n type=('view' if 'Type: VIEW' in row[3] else 'table')\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1759412, "supported_languages": null}, "macro.spark_utils.spark__get_relations_by_prefix": {"name": "spark__get_relations_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_relations_by_prefix", "macro_sql": "{% macro spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {% set table_pattern = table_pattern ~ '*' %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1761332, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_pattern": {"name": "spark__get_tables_by_pattern", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_pattern", "macro_sql": "{% macro spark__get_tables_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.176286, "supported_languages": null}, "macro.spark_utils.spark__get_tables_by_prefix": {"name": "spark__get_tables_by_prefix", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "original_file_path": "macros/dbt_utils/sql/get_relations_by_prefix.sql", "unique_id": "macro.spark_utils.spark__get_tables_by_prefix", "macro_sql": "{% macro spark__get_tables_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(spark_utils.spark__get_relations_by_prefix(schema_pattern, table_pattern, exclude='', database=target.database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.spark_utils.spark__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1764421, "supported_languages": null}, "macro.spark_utils.assert_not_null": {"name": "assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.assert_not_null", "macro_sql": "{% macro assert_not_null(function, arg) -%}\n {{ return(adapter.dispatch('assert_not_null', 'spark_utils')(function, arg)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.spark_utils.default__assert_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.17663, "supported_languages": null}, "macro.spark_utils.default__assert_not_null": {"name": "default__assert_not_null", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/etc/assert_not_null.sql", "original_file_path": "macros/etc/assert_not_null.sql", "unique_id": "macro.spark_utils.default__assert_not_null", "macro_sql": "{% macro default__assert_not_null(function, arg) %}\n\n coalesce({{function}}({{arg}}), nvl2({{function}}({{arg}}), assert_true({{function}}({{arg}}) is not null), null))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1767411, "supported_languages": null}, "macro.spark_utils.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "spark_utils", "path": "macros/snowplow/convert_timezone.sql", "original_file_path": "macros/snowplow/convert_timezone.sql", "unique_id": "macro.spark_utils.spark__convert_timezone", "macro_sql": "{% macro spark__convert_timezone(in_tz, out_tz, in_timestamp) %}\n from_utc_timestamp(to_utc_timestamp({{in_timestamp}}, {{in_tz}}), {{out_tz}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1768599, "supported_languages": null}, "macro.fivetran_utils.enabled_vars": {"name": "enabled_vars", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars.sql", "original_file_path": "macros/enabled_vars.sql", "unique_id": "macro.fivetran_utils.enabled_vars", "macro_sql": "{% macro enabled_vars(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, True) == False %}\n {{ return(False) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(True) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.177081, "supported_languages": null}, "macro.fivetran_utils.percentile": {"name": "percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.percentile", "macro_sql": "{% macro percentile(percentile_field, partition_field, percent) -%}\n\n{{ adapter.dispatch('percentile', 'fivetran_utils') (percentile_field, partition_field, percent) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__percentile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1776671, "supported_languages": null}, "macro.fivetran_utils.default__percentile": {"name": "default__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.default__percentile", "macro_sql": "{% macro default__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.177763, "supported_languages": null}, "macro.fivetran_utils.redshift__percentile": {"name": "redshift__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.redshift__percentile", "macro_sql": "{% macro redshift__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n over ( partition by {{ partition_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.177855, "supported_languages": null}, "macro.fivetran_utils.bigquery__percentile": {"name": "bigquery__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.bigquery__percentile", "macro_sql": "{% macro bigquery__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1779468, "supported_languages": null}, "macro.fivetran_utils.postgres__percentile": {"name": "postgres__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.postgres__percentile", "macro_sql": "{% macro postgres__percentile(percentile_field, partition_field, percent) %}\n\n percentile_cont( \n {{ percent }} )\n within group ( order by {{ percentile_field }} )\n /* have to group by partition field */\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1780338, "supported_languages": null}, "macro.fivetran_utils.spark__percentile": {"name": "spark__percentile", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/percentile.sql", "original_file_path": "macros/percentile.sql", "unique_id": "macro.fivetran_utils.spark__percentile", "macro_sql": "{% macro spark__percentile(percentile_field, partition_field, percent) %}\n\n percentile( \n {{ percentile_field }}, \n {{ percent }}) \n over (partition by {{ partition_field }} \n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.178127, "supported_languages": null}, "macro.fivetran_utils.pivot_json_extract": {"name": "pivot_json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/pivot_json_extract.sql", "original_file_path": "macros/pivot_json_extract.sql", "unique_id": "macro.fivetran_utils.pivot_json_extract", "macro_sql": "{% macro pivot_json_extract(string, list_of_properties) %}\n\n{%- for property in list_of_properties -%}\n{%- if property is mapping -%}\nreplace( {{ fivetran_utils.json_extract(string, property.name) }}, '\"', '') as {{ property.alias if property.alias else property.name | replace(' ', '_') | replace('.', '_') | lower }}\n\n{%- else -%}\nreplace( {{ fivetran_utils.json_extract(string, property) }}, '\"', '') as {{ property | replace(' ', '_') | lower }}\n\n{%- endif -%}\n{%- if not loop.last -%},{%- endif %}\n{% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.178581, "supported_languages": null}, "macro.fivetran_utils.persist_pass_through_columns": {"name": "persist_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/persist_pass_through_columns.sql", "original_file_path": "macros/persist_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.persist_pass_through_columns", "macro_sql": "{% macro persist_pass_through_columns(pass_through_variable, identifier=none, transform='') %}\n\n{% if var(pass_through_variable, none) %}\n {% for field in var(pass_through_variable) %}\n , {{ transform ~ '(' ~ (identifier ~ '.' if identifier else '') ~ (field.alias if field.alias else field.name) ~ ')' }} as {{ field.alias if field.alias else field.name }}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.178947, "supported_languages": null}, "macro.fivetran_utils.json_parse": {"name": "json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.json_parse", "macro_sql": "{% macro json_parse(string, string_path) -%}\n\n{{ adapter.dispatch('json_parse', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_parse"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.179776, "supported_languages": null}, "macro.fivetran_utils.default__json_parse": {"name": "default__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.default__json_parse", "macro_sql": "{% macro default__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.179991, "supported_languages": null}, "macro.fivetran_utils.redshift__json_parse": {"name": "redshift__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.redshift__json_parse", "macro_sql": "{% macro redshift__json_parse(string, string_path) %}\n\n json_extract_path_text({{string}}, {%- for s in string_path -%}'{{ s }}'{%- if not loop.last -%},{%- endif -%}{%- endfor -%} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.180137, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_parse": {"name": "bigquery__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.bigquery__json_parse", "macro_sql": "{% macro bigquery__json_parse(string, string_path) %}\n\n \n json_extract_scalar({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.180277, "supported_languages": null}, "macro.fivetran_utils.postgres__json_parse": {"name": "postgres__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.postgres__json_parse", "macro_sql": "{% macro postgres__json_parse(string, string_path) %}\n\n {{string}}::json #>> '{ {%- for s in string_path -%}{{ s }}{%- if not loop.last -%},{%- endif -%}{%- endfor -%} }'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.180415, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_parse": {"name": "snowflake__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.snowflake__json_parse", "macro_sql": "{% macro snowflake__json_parse(string, string_path) %}\n\n parse_json( {{string}} ) {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1805718, "supported_languages": null}, "macro.fivetran_utils.spark__json_parse": {"name": "spark__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.spark__json_parse", "macro_sql": "{% macro spark__json_parse(string, string_path) %}\n\n {{string}} : {%- for s in string_path -%}{% if s is number %}[{{ s }}]{% else %}['{{ s }}']{% endif %}{%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.180726, "supported_languages": null}, "macro.fivetran_utils.sqlserver__json_parse": {"name": "sqlserver__json_parse", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_parse.sql", "original_file_path": "macros/json_parse.sql", "unique_id": "macro.fivetran_utils.sqlserver__json_parse", "macro_sql": "{% macro sqlserver__json_parse(string, string_path) %}\n\n json_value({{string}}, '$.{%- for s in string_path -%}{{ s }}{%- if not loop.last -%}.{%- endif -%}{%- endfor -%} ')\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.180863, "supported_languages": null}, "macro.fivetran_utils.max_bool": {"name": "max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.max_bool", "macro_sql": "{% macro max_bool(boolean_field) -%}\n\n{{ adapter.dispatch('max_bool', 'fivetran_utils') (boolean_field) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__max_bool"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.181055, "supported_languages": null}, "macro.fivetran_utils.default__max_bool": {"name": "default__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.default__max_bool", "macro_sql": "{% macro default__max_bool(boolean_field) %}\n\n bool_or( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1811142, "supported_languages": null}, "macro.fivetran_utils.snowflake__max_bool": {"name": "snowflake__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.snowflake__max_bool", "macro_sql": "{% macro snowflake__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.181172, "supported_languages": null}, "macro.fivetran_utils.bigquery__max_bool": {"name": "bigquery__max_bool", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/max_bool.sql", "original_file_path": "macros/max_bool.sql", "unique_id": "macro.fivetran_utils.bigquery__max_bool", "macro_sql": "{% macro bigquery__max_bool(boolean_field) %}\n\n max( {{ boolean_field }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.181228, "supported_languages": null}, "macro.fivetran_utils.calculated_fields": {"name": "calculated_fields", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/calculated_fields.sql", "original_file_path": "macros/calculated_fields.sql", "unique_id": "macro.fivetran_utils.calculated_fields", "macro_sql": "{% macro calculated_fields(variable) -%}\n\n{% if var(variable, none) %}\n {% for field in var(variable) %}\n , {{ field.transform_sql }} as {{ field.name }} \n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.18144, "supported_languages": null}, "macro.fivetran_utils.drop_schemas_automation": {"name": "drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.drop_schemas_automation", "macro_sql": "{% macro drop_schemas_automation(drop_target_schema=true) %}\n {{ return(adapter.dispatch('drop_schemas_automation', 'fivetran_utils')(drop_target_schema)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__drop_schemas_automation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.181858, "supported_languages": null}, "macro.fivetran_utils.default__drop_schemas_automation": {"name": "default__drop_schemas_automation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/drop_schemas_automation.sql", "original_file_path": "macros/drop_schemas_automation.sql", "unique_id": "macro.fivetran_utils.default__drop_schemas_automation", "macro_sql": "{% macro default__drop_schemas_automation(drop_target_schema=true) %}\n\n{% set fetch_list_sql %}\n {% if target.type not in ('databricks', 'spark') %}\n select schema_name\n from \n {{ wrap_in_quotes(target.database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like '{{ target.schema | lower }}{%- if not drop_target_schema -%}_{%- endif -%}%'\n {% else %}\n SHOW SCHEMAS LIKE '{{ target.schema }}{%- if not drop_target_schema -%}_{%- endif -%}*'\n {% endif %}\n{% endset %}\n\n{% set results = run_query(fetch_list_sql) %}\n\n{% if execute %}\n {% set results_list = results.columns[0].values() %}\n{% else %}\n {% set results_list = [] %}\n{% endif %}\n\n{% for schema_to_drop in results_list %}\n {% do adapter.drop_schema(api.Relation.create(database=target.database, schema=schema_to_drop)) %}\n {{ print('Schema ' ~ schema_to_drop ~ ' successfully dropped from the ' ~ target.database ~ ' database.\\n')}}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.wrap_in_quotes", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.182423, "supported_languages": null}, "macro.fivetran_utils.seed_data_helper": {"name": "seed_data_helper", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/seed_data_helper.sql", "original_file_path": "macros/seed_data_helper.sql", "unique_id": "macro.fivetran_utils.seed_data_helper", "macro_sql": "{% macro seed_data_helper(seed_name, warehouses) %}\n\n{% if target.type in warehouses %}\n {% for w in warehouses %}\n {% if target.type == w %}\n {{ return(ref(seed_name ~ \"_\" ~ w ~ \"\")) }}\n {% endif %}\n {% endfor %}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1827588, "supported_languages": null}, "macro.fivetran_utils.fill_pass_through_columns": {"name": "fill_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_pass_through_columns.sql", "original_file_path": "macros/fill_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.fill_pass_through_columns", "macro_sql": "{% macro fill_pass_through_columns(pass_through_variable) %}\n\n{% if var(pass_through_variable) %}\n {% for field in var(pass_through_variable) %}\n {% if field is mapping %}\n {% if field.transform_sql %}\n , {{ field.transform_sql }} as {{ field.alias if field.alias else field.name }}\n {% else %}\n , {{ field.alias if field.alias else field.name }}\n {% endif %}\n {% else %}\n , {{ field }}\n {% endif %}\n {% endfor %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.183213, "supported_languages": null}, "macro.fivetran_utils.string_agg": {"name": "string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.string_agg", "macro_sql": "{% macro string_agg(field_to_agg, delimiter) -%}\n\n{{ adapter.dispatch('string_agg', 'fivetran_utils') (field_to_agg, delimiter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__string_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1835048, "supported_languages": null}, "macro.fivetran_utils.default__string_agg": {"name": "default__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.default__string_agg", "macro_sql": "{% macro default__string_agg(field_to_agg, delimiter) %}\n string_agg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.183582, "supported_languages": null}, "macro.fivetran_utils.snowflake__string_agg": {"name": "snowflake__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.snowflake__string_agg", "macro_sql": "{% macro snowflake__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.183656, "supported_languages": null}, "macro.fivetran_utils.redshift__string_agg": {"name": "redshift__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.redshift__string_agg", "macro_sql": "{% macro redshift__string_agg(field_to_agg, delimiter) %}\n listagg({{ field_to_agg }}, {{ delimiter }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.183729, "supported_languages": null}, "macro.fivetran_utils.spark__string_agg": {"name": "spark__string_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/string_agg.sql", "original_file_path": "macros/string_agg.sql", "unique_id": "macro.fivetran_utils.spark__string_agg", "macro_sql": "{% macro spark__string_agg(field_to_agg, delimiter) %}\n -- collect set will remove duplicates\n replace(replace(replace(cast( collect_set({{ field_to_agg }}) as string), '[', ''), ']', ''), ', ', {{ delimiter }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.183807, "supported_languages": null}, "macro.fivetran_utils.timestamp_diff": {"name": "timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.timestamp_diff", "macro_sql": "{% macro timestamp_diff(first_date, second_date, datepart) %}\n {{ adapter.dispatch('timestamp_diff', 'fivetran_utils')(first_date, second_date, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_diff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.185667, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_diff": {"name": "default__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.default__timestamp_diff", "macro_sql": "{% macro default__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.185764, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_diff": {"name": "redshift__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_diff", "macro_sql": "{% macro redshift__timestamp_diff(first_date, second_date, datepart) %}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.185854, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_diff": {"name": "bigquery__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_diff", "macro_sql": "{% macro bigquery__timestamp_diff(first_date, second_date, datepart) %}\n\n timestamp_diff(\n {{second_date}},\n {{first_date}},\n {{datepart}}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1859431, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_diff": {"name": "postgres__timestamp_diff", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_diff.sql", "original_file_path": "macros/timestamp_diff.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_diff", "macro_sql": "{% macro postgres__timestamp_diff(first_date, second_date, datepart) %}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ dbt.datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ dbt.datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ dbt.datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ dbt.datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.186964, "supported_languages": null}, "macro.fivetran_utils.try_cast": {"name": "try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.try_cast", "macro_sql": "{% macro try_cast(field, type) %}\n {{ adapter.dispatch('try_cast', 'fivetran_utils') (field, type) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__try_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1875389, "supported_languages": null}, "macro.fivetran_utils.default__try_cast": {"name": "default__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.default__try_cast", "macro_sql": "{% macro default__try_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.187623, "supported_languages": null}, "macro.fivetran_utils.redshift__try_cast": {"name": "redshift__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.redshift__try_cast", "macro_sql": "{% macro redshift__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when trim({{field}}) ~ '^(0|[1-9][0-9]*)$' then trim({{field}})\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.187781, "supported_languages": null}, "macro.fivetran_utils.postgres__try_cast": {"name": "postgres__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.postgres__try_cast", "macro_sql": "{% macro postgres__try_cast(field, type) %}\n{%- if type == 'numeric' -%}\n\n case\n when replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar)) ~ '^(0|[1-9][0-9]*)$' \n then replace(cast({{field}} as varchar),cast(' ' as varchar),cast('' as varchar))\n else null\n end::{{type}}\n\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"non-numeric datatypes are not currently supported\") }}\n\n{% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1879501, "supported_languages": null}, "macro.fivetran_utils.snowflake__try_cast": {"name": "snowflake__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.snowflake__try_cast", "macro_sql": "{% macro snowflake__try_cast(field, type) %}\n try_cast(cast({{field}} as varchar) as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.188027, "supported_languages": null}, "macro.fivetran_utils.bigquery__try_cast": {"name": "bigquery__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.bigquery__try_cast", "macro_sql": "{% macro bigquery__try_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.188101, "supported_languages": null}, "macro.fivetran_utils.spark__try_cast": {"name": "spark__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.spark__try_cast", "macro_sql": "{% macro spark__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.188172, "supported_languages": null}, "macro.fivetran_utils.sqlserver__try_cast": {"name": "sqlserver__try_cast", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/try_cast.sql", "original_file_path": "macros/try_cast.sql", "unique_id": "macro.fivetran_utils.sqlserver__try_cast", "macro_sql": "{% macro sqlserver__try_cast(field, type) %}\n try_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.188243, "supported_languages": null}, "macro.fivetran_utils.source_relation": {"name": "source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.source_relation", "macro_sql": "{% macro source_relation(union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('source_relation', 'fivetran_utils') (union_schema_variable, union_database_variable) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__source_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1885371, "supported_languages": null}, "macro.fivetran_utils.default__source_relation": {"name": "default__source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/source_relation.sql", "original_file_path": "macros/source_relation.sql", "unique_id": "macro.fivetran_utils.default__source_relation", "macro_sql": "{% macro default__source_relation(union_schema_variable, union_database_variable) %}\n\n{% if var(union_schema_variable, none) %}\n, case\n {% for schema in var(union_schema_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%.{{ schema|lower }}.%' then '{{ schema|lower }}'\n {% endfor %}\n end as source_relation\n{% elif var(union_database_variable, none) %}\n, case\n {% for database in var(union_database_variable) %}\n when lower(replace(replace(_dbt_source_relation,'\"',''),'`','')) like '%{{ database|lower }}.%' then '{{ database|lower }}'\n {% endfor %}\n end as source_relation\n{% else %}\n, cast('' as {{ dbt.type_string() }}) as source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.188865, "supported_languages": null}, "macro.fivetran_utils.first_value": {"name": "first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.first_value", "macro_sql": "{% macro first_value(first_value_field, partition_field, order_by_field, order=\"asc\") -%}\n\n{{ adapter.dispatch('first_value', 'fivetran_utils') (first_value_field, partition_field, order_by_field, order) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__first_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.189161, "supported_languages": null}, "macro.fivetran_utils.default__first_value": {"name": "default__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.default__first_value", "macro_sql": "{% macro default__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.189282, "supported_languages": null}, "macro.fivetran_utils.redshift__first_value": {"name": "redshift__first_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/first_value.sql", "original_file_path": "macros/first_value.sql", "unique_id": "macro.fivetran_utils.redshift__first_value", "macro_sql": "{% macro redshift__first_value(first_value_field, partition_field, order_by_field, order=\"asc\") %}\n\n first_value( {{ first_value_field }} ignore nulls ) over (partition by {{ partition_field }} order by {{ order_by_field }} {{ order }} , {{ partition_field }} rows unbounded preceding )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1894069, "supported_languages": null}, "macro.fivetran_utils.add_dbt_source_relation": {"name": "add_dbt_source_relation", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_dbt_source_relation.sql", "original_file_path": "macros/add_dbt_source_relation.sql", "unique_id": "macro.fivetran_utils.add_dbt_source_relation", "macro_sql": "{% macro add_dbt_source_relation() %}\n\n{% if var('union_schemas', none) or var('union_databases', none) %}\n, _dbt_source_relation\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.189558, "supported_languages": null}, "macro.fivetran_utils.add_pass_through_columns": {"name": "add_pass_through_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/add_pass_through_columns.sql", "original_file_path": "macros/add_pass_through_columns.sql", "unique_id": "macro.fivetran_utils.add_pass_through_columns", "macro_sql": "{% macro add_pass_through_columns(base_columns, pass_through_var) %}\n\n {% if pass_through_var %}\n\n {% for column in pass_through_var %}\n\n {% if column is mapping %}\n\n {% if column.alias %}\n\n {% do base_columns.append({ \"name\": column.name, \"alias\": column.alias, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column.name, \"datatype\": column.datatype if column.datatype else dbt.type_string()}) %}\n \n {% endif %}\n\n {% else %}\n\n {% do base_columns.append({ \"name\": column, \"datatype\": dbt.type_string()}) %}\n\n {% endif %}\n\n {% endfor %}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.19019, "supported_languages": null}, "macro.fivetran_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, aliases=none, column_override=none, include=[], exclude=[], source_column_name=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n {%- set source_column_name = source_column_name if source_column_name is not none else '_dbt_source_relation' -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ aliases[loop.index0] if aliases else relation }}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1925151, "supported_languages": null}, "macro.fivetran_utils.union_tables": {"name": "union_tables", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_relations.sql", "original_file_path": "macros/union_relations.sql", "unique_id": "macro.fivetran_utils.union_tables", "macro_sql": "{%- macro union_tables(tables, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_table') -%}\n\n {%- do exceptions.warn(\"Warning: the `union_tables` macro is no longer supported and will be deprecated in a future release of dbt-utils. Use the `union_relations` macro instead\") -%}\n\n {{ return(dbt_utils.union_relations(tables, column_override, include, exclude, source_column_name)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.192779, "supported_languages": null}, "macro.fivetran_utils.snowflake_seed_data": {"name": "snowflake_seed_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/snowflake_seed_data.sql", "original_file_path": "macros/snowflake_seed_data.sql", "unique_id": "macro.fivetran_utils.snowflake_seed_data", "macro_sql": "{% macro snowflake_seed_data(seed_name) %}\n\n{% if target.type == 'snowflake' %}\n{{ return(ref(seed_name ~ '_snowflake')) }}\n{% else %}\n{{ return(ref(seed_name)) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.192992, "supported_languages": null}, "macro.fivetran_utils.fill_staging_columns": {"name": "fill_staging_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.fill_staging_columns", "macro_sql": "{% macro fill_staging_columns(source_columns, staging_columns) -%}\n\n{%- set source_column_names = source_columns|map(attribute='name')|map('lower')|list -%}\n\n{%- for column in staging_columns %}\n {% if column.name|lower in source_column_names -%}\n {{ fivetran_utils.quote_column(column) }} as \n {%- if 'alias' in column %} {{ column.alias }} {% else %} {{ fivetran_utils.quote_column(column) }} {%- endif -%}\n {%- else -%}\n cast(null as {{ column.datatype }})\n {%- if 'alias' in column %} as {{ column.alias }} {% else %} as {{ fivetran_utils.quote_column(column) }} {% endif -%}\n {%- endif -%}\n {%- if not loop.last -%} , {% endif -%}\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.quote_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1939049, "supported_languages": null}, "macro.fivetran_utils.quote_column": {"name": "quote_column", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fill_staging_columns.sql", "original_file_path": "macros/fill_staging_columns.sql", "unique_id": "macro.fivetran_utils.quote_column", "macro_sql": "{% macro quote_column(column) %}\n {% if 'quote' in column %}\n {% if column.quote %}\n {% if target.type in ('bigquery', 'spark', 'databricks') %}\n `{{ column.name }}`\n {% elif target.type == 'snowflake' %}\n \"{{ column.name | upper }}\"\n {% else %}\n \"{{ column.name }}\"\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n {% else %}\n {{ column.name }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.19423, "supported_languages": null}, "macro.fivetran_utils.json_extract": {"name": "json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.json_extract", "macro_sql": "{% macro json_extract(string, string_path) -%}\n\n{{ adapter.dispatch('json_extract', 'fivetran_utils') (string, string_path) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__json_extract"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.194572, "supported_languages": null}, "macro.fivetran_utils.default__json_extract": {"name": "default__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.default__json_extract", "macro_sql": "{% macro default__json_extract(string, string_path) %}\n\n json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} )\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1946619, "supported_languages": null}, "macro.fivetran_utils.snowflake__json_extract": {"name": "snowflake__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.snowflake__json_extract", "macro_sql": "{% macro snowflake__json_extract(string, string_path) %}\n\n json_extract_path_text(try_parse_json( {{string}} ), {{ \"'\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1947489, "supported_languages": null}, "macro.fivetran_utils.redshift__json_extract": {"name": "redshift__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.redshift__json_extract", "macro_sql": "{% macro redshift__json_extract(string, string_path) %}\n\n case when is_valid_json( {{string}} ) then json_extract_path_text({{string}}, {{ \"'\" ~ string_path ~ \"'\" }} ) else null end\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1948469, "supported_languages": null}, "macro.fivetran_utils.bigquery__json_extract": {"name": "bigquery__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.bigquery__json_extract", "macro_sql": "{% macro bigquery__json_extract(string, string_path) %}\n\n json_extract_scalar({{string}}, {{ \"'$.\" ~ string_path ~ \"'\" }} )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.194937, "supported_languages": null}, "macro.fivetran_utils.postgres__json_extract": {"name": "postgres__json_extract", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/json_extract.sql", "original_file_path": "macros/json_extract.sql", "unique_id": "macro.fivetran_utils.postgres__json_extract", "macro_sql": "{% macro postgres__json_extract(string, string_path) %}\n\n {{string}}::json->>{{\"'\" ~ string_path ~ \"'\" }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.195026, "supported_languages": null}, "macro.fivetran_utils.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.195534, "supported_languages": null}, "macro.fivetran_utils.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/collect_freshness.sql", "original_file_path": "macros/collect_freshness.sql", "unique_id": "macro.fivetran_utils.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n\n {%- set enabled_array = [] -%}\n {% for node in graph.sources.values() %}\n {% if node.identifier == source.identifier %}\n {% if (node.meta['is_enabled'] | default(true)) %}\n {%- do enabled_array.append(1) -%}\n {% endif %}\n {% endif %}\n {% endfor %}\n {% set is_enabled = (enabled_array != []) %}\n\n select\n {% if is_enabled %}\n max({{ loaded_at_field }})\n {% else %} \n {{ current_timestamp() }} {% endif %} as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n\n {% if is_enabled %}\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endif %}\n\n {% endcall %}\n\n {% if dbt_version.split('.') | map('int') | list >= [1, 5, 0] %}\n {{ return(load_result('collect_freshness')) }}\n {% else %}\n {{ return(load_result('collect_freshness').table) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1962152, "supported_languages": null}, "macro.fivetran_utils.timestamp_add": {"name": "timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.timestamp_add", "macro_sql": "{% macro timestamp_add(datepart, interval, from_timestamp) -%}\n\n{{ adapter.dispatch('timestamp_add', 'fivetran_utils') (datepart, interval, from_timestamp) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.postgres__timestamp_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.196645, "supported_languages": null}, "macro.fivetran_utils.default__timestamp_add": {"name": "default__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.default__timestamp_add", "macro_sql": "{% macro default__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestampadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.196739, "supported_languages": null}, "macro.fivetran_utils.bigquery__timestamp_add": {"name": "bigquery__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.bigquery__timestamp_add", "macro_sql": "{% macro bigquery__timestamp_add(datepart, interval, from_timestamp) %}\n\n timestamp_add({{ from_timestamp }}, interval {{ interval }} {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.196827, "supported_languages": null}, "macro.fivetran_utils.redshift__timestamp_add": {"name": "redshift__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.redshift__timestamp_add", "macro_sql": "{% macro redshift__timestamp_add(datepart, interval, from_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.196917, "supported_languages": null}, "macro.fivetran_utils.postgres__timestamp_add": {"name": "postgres__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.postgres__timestamp_add", "macro_sql": "{% macro postgres__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ from_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.197006, "supported_languages": null}, "macro.fivetran_utils.spark__timestamp_add": {"name": "spark__timestamp_add", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/timestamp_add.sql", "original_file_path": "macros/timestamp_add.sql", "unique_id": "macro.fivetran_utils.spark__timestamp_add", "macro_sql": "{% macro spark__timestamp_add(datepart, interval, from_timestamp) %}\n\n {{ dbt.dateadd(datepart, interval, from_timestamp) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1971068, "supported_languages": null}, "macro.fivetran_utils.ceiling": {"name": "ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.ceiling", "macro_sql": "{% macro ceiling(num) -%}\n\n{{ adapter.dispatch('ceiling', 'fivetran_utils') (num) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__ceiling"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.197255, "supported_languages": null}, "macro.fivetran_utils.default__ceiling": {"name": "default__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.default__ceiling", "macro_sql": "{% macro default__ceiling(num) %}\n ceiling({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.197314, "supported_languages": null}, "macro.fivetran_utils.snowflake__ceiling": {"name": "snowflake__ceiling", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/ceiling.sql", "original_file_path": "macros/ceiling.sql", "unique_id": "macro.fivetran_utils.snowflake__ceiling", "macro_sql": "{% macro snowflake__ceiling(num) %}\n ceil({{ num }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1973739, "supported_languages": null}, "macro.fivetran_utils.remove_prefix_from_columns": {"name": "remove_prefix_from_columns", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/remove_prefix_from_columns.sql", "original_file_path": "macros/remove_prefix_from_columns.sql", "unique_id": "macro.fivetran_utils.remove_prefix_from_columns", "macro_sql": "{% macro remove_prefix_from_columns(columns, prefix='', exclude=[]) %}\n\n {%- for col in columns if col.name not in exclude -%}\n {%- if col.name[:prefix|length]|lower == prefix -%}\n {{ col.name }} as {{ col.name[prefix|length:] }}\n {%- else -%}\n {{ col.name }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.197748, "supported_languages": null}, "macro.fivetran_utils.fivetran_date_spine": {"name": "fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.fivetran_date_spine", "macro_sql": "{% macro fivetran_date_spine(datepart, start_date, end_date) -%}\n\n{{ return(adapter.dispatch('fivetran_date_spine', 'fivetran_utils') (datepart, start_date, end_date)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__fivetran_date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.1985621, "supported_languages": null}, "macro.fivetran_utils.default__fivetran_date_spine": {"name": "default__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.default__fivetran_date_spine", "macro_sql": "{% macro default__fivetran_date_spine(datepart, start_date, end_date) %}\n\n {{ dbt_utils.date_spine(datepart, start_date, end_date) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.198665, "supported_languages": null}, "macro.fivetran_utils.sqlserver__fivetran_date_spine": {"name": "sqlserver__fivetran_date_spine", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/fivetran_date_spine.sql", "original_file_path": "macros/fivetran_date_spine.sql", "unique_id": "macro.fivetran_utils.sqlserver__fivetran_date_spine", "macro_sql": "{% macro sqlserver__fivetran_date_spine(datepart, start_date, end_date) -%}\n\n {% set date_spine_query %}\n with\n\n l0 as (\n\n select c\n from (select 1 union all select 1) as d(c)\n\n ),\n l1 as (\n\n select\n 1 as c\n from l0 as a\n cross join l0 as b\n\n ),\n\n l2 as (\n\n select 1 as c\n from l1 as a\n cross join l1 as b\n ),\n\n l3 as (\n\n select 1 as c\n from l2 as a\n cross join l2 as b\n ),\n\n l4 as (\n\n select 1 as c\n from l3 as a\n cross join l3 as b\n ),\n\n l5 as (\n\n select 1 as c\n from l4 as a\n cross join l4 as b\n ),\n\n nums as (\n\n select row_number() over (order by (select null)) as rownum\n from l5\n ),\n\n rawdata as (\n\n select top ({{dbt.datediff(start_date, end_date, datepart)}}) rownum -1 as n\n from nums\n order by rownum\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n 'n',\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n order by 1\n\n {% endset %}\n\n {% set results = run_query(date_spine_query) %}\n\n {% if execute %}\n\n {% set results_list = results.columns[0].values() %}\n \n {% else %}\n\n {% set results_list = [] %}\n\n {% endif %}\n\n {%- for date_field in results_list %}\n select cast('{{ date_field }}' as date) as date_{{datepart}} {{ 'union all ' if not loop.last else '' }}\n {% endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt.dateadd", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.19921, "supported_languages": null}, "macro.fivetran_utils.union_data": {"name": "union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.union_data", "macro_sql": "{%- macro union_data(table_identifier, database_variable, schema_variable, default_database, default_schema, default_variable, union_schema_variable='union_schemas', union_database_variable='union_databases') -%}\n\n{{ adapter.dispatch('union_data', 'fivetran_utils') (\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.default__union_data"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.201422, "supported_languages": null}, "macro.fivetran_utils.default__union_data": {"name": "default__union_data", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/union_data.sql", "original_file_path": "macros/union_data.sql", "unique_id": "macro.fivetran_utils.default__union_data", "macro_sql": "{%- macro default__union_data(\n table_identifier, \n database_variable, \n schema_variable, \n default_database, \n default_schema, \n default_variable,\n union_schema_variable,\n union_database_variable\n ) -%}\n\n{%- if var(union_schema_variable, none) -%}\n\n {%- set relations = [] -%}\n \n {%- if var(union_schema_variable) is string -%}\n {%- set trimmed = var(union_schema_variable)|trim('[')|trim(']') -%}\n {%- set schemas = trimmed.split(',')|map('trim',\" \")|map('trim','\"')|map('trim',\"'\") -%}\n {%- else -%}\n {%- set schemas = var(union_schema_variable) -%}\n {%- endif -%}\n\n {%- for schema in var(union_schema_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else var(database_variable, default_database),\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else schema,\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n \n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n \n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- elif var(union_database_variable, none) -%}\n\n {%- set relations = [] -%}\n\n {%- for database in var(union_database_variable) -%}\n {%- set relation=adapter.get_relation(\n database=source(schema, table_identifier).database if var('has_defined_sources', false) else database,\n schema=source(schema, table_identifier).schema if var('has_defined_sources', false) else var(schema_variable, default_schema),\n identifier=source(schema, table_identifier).identifier if var('has_defined_sources', false) else table_identifier\n ) -%}\n\n {%- set relation_exists=relation is not none -%}\n\n {%- if relation_exists -%}\n {%- do relations.append(relation) -%}\n {%- endif -%}\n\n {%- endfor -%}\n\n {%- if relations != [] -%}\n {{ dbt_utils.union_relations(relations) }}\n {%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n {%- endif -%}\n\n{%- else -%}\n {% set exception_schemas = {\"linkedin_company_pages\": \"linkedin_pages\", \"instagram_business_pages\": \"instagram_business\"} %}\n {% set relation = namespace(value=\"\") %}\n {% if default_schema in exception_schemas.keys() %}\n {% for corrected_schema_name in exception_schemas.items() %} \n {% if default_schema in corrected_schema_name %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = corrected_schema_name[1] + \"_\" + table_identifier + \"_identifier\" %}\n {%- set relation.value=adapter.get_relation(\n database=source(corrected_schema_name[1], table_identifier).database,\n schema=source(corrected_schema_name[1], table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n {% endfor %}\n {% else %}\n {# In order for this macro to effectively work within upstream integration tests (mainly used by the Fivetran dbt package maintainers), this identifier variable selection is required to use the macro with different identifier names. #}\n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifier\" %}\n {# Unfortunately the Twitter Organic identifiers were misspelled. As such, we will need to account for this in the model. This will be adjusted in the Twitter Organic package, but to ensure backwards compatibility, this needs to be included. #}\n {% if var(identifier_var, none) is none %} \n {% set identifier_var = default_schema + \"_\" + table_identifier + \"_identifer\" %}\n {% endif %}\n {%- set relation.value=adapter.get_relation(\n database=source(default_schema, table_identifier).database,\n schema=source(default_schema, table_identifier).schema,\n identifier=var(identifier_var, table_identifier)\n ) -%}\n {% endif %}\n{%- set table_exists=relation.value is not none -%}\n\n{%- if table_exists -%}\n select * \n from {{ relation.value }}\n{%- else -%}\n {% if execute and not var('fivetran__remove_empty_table_warnings', false) -%}\n {{ exceptions.warn(\"\\n\\nPlease be aware: The \" ~ table_identifier|upper ~ \" table was not found in your \" ~ default_schema|upper ~ \" schema(s). The Fivetran dbt package will create a completely empty \" ~ table_identifier|upper ~ \" staging model as to not break downstream transformations. To turn off these warnings, set the `fivetran__remove_empty_table_warnings` variable to TRUE (see https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source for details).\\n\") }}\n {% endif -%}\n select \n cast(null as {{ dbt.type_string() }}) as _dbt_source_relation\n limit 0\n{%- endif -%}\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.union_relations", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.204109, "supported_languages": null}, "macro.fivetran_utils.dummy_coalesce_value": {"name": "dummy_coalesce_value", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/dummy_coalesce_value.sql", "original_file_path": "macros/dummy_coalesce_value.sql", "unique_id": "macro.fivetran_utils.dummy_coalesce_value", "macro_sql": "{% macro dummy_coalesce_value(column) %}\n\n{% set coalesce_value = {\n 'STRING': \"'DUMMY_STRING'\",\n 'BOOLEAN': 'null',\n 'INT': 999999999,\n 'FLOAT': 999999999.99,\n 'TIMESTAMP': 'cast(\"2099-12-31\" as timestamp)',\n 'DATE': 'cast(\"2099-12-31\" as date)',\n} %}\n\n{% if column.is_float() %}\n{{ return(coalesce_value['FLOAT']) }}\n\n{% elif column.is_numeric() %}\n{{ return(coalesce_value['INT']) }}\n\n{% elif column.is_string() %}\n{{ return(coalesce_value['STRING']) }}\n\n{% elif column.data_type|lower == 'boolean' %}\n{{ return(coalesce_value['BOOLEAN']) }}\n\n{% elif 'timestamp' in column.data_type|lower %}\n{{ return(coalesce_value['TIMESTAMP']) }}\n\n{% elif 'date' in column.data_type|lower %}\n{{ return(coalesce_value['DATE']) }}\n\n{% elif 'int' in column.data_type|lower %}\n{{ return(coalesce_value['INT']) }}\n\n{% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.204911, "supported_languages": null}, "macro.fivetran_utils.extract_url_parameter": {"name": "extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.extract_url_parameter", "macro_sql": "{% macro extract_url_parameter(field, url_parameter) -%}\n\n{{ adapter.dispatch('extract_url_parameter', 'fivetran_utils') (field, url_parameter) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__extract_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205111, "supported_languages": null}, "macro.fivetran_utils.default__extract_url_parameter": {"name": "default__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.default__extract_url_parameter", "macro_sql": "{% macro default__extract_url_parameter(field, url_parameter) -%}\n\n{{ dbt_utils.get_url_parameter(field, url_parameter) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2051961, "supported_languages": null}, "macro.fivetran_utils.spark__extract_url_parameter": {"name": "spark__extract_url_parameter", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/extract_url_parameter.sql", "original_file_path": "macros/extract_url_parameter.sql", "unique_id": "macro.fivetran_utils.spark__extract_url_parameter", "macro_sql": "{% macro spark__extract_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"=([^&]+)'\" -%}\nnullif(regexp_extract({{ field }}, {{ formatted_url_parameter }}, 1), '')\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205308, "supported_languages": null}, "macro.fivetran_utils.wrap_in_quotes": {"name": "wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.wrap_in_quotes", "macro_sql": "{%- macro wrap_in_quotes(object_to_quote) -%}\n\n{{ return(adapter.dispatch('wrap_in_quotes', 'fivetran_utils')(object_to_quote)) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.fivetran_utils.postgres__wrap_in_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205507, "supported_languages": null}, "macro.fivetran_utils.default__wrap_in_quotes": {"name": "default__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.default__wrap_in_quotes", "macro_sql": "{%- macro default__wrap_in_quotes(object_to_quote) -%}\n{# bigquery, spark, databricks #}\n `{{ object_to_quote }}`\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2055721, "supported_languages": null}, "macro.fivetran_utils.snowflake__wrap_in_quotes": {"name": "snowflake__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.snowflake__wrap_in_quotes", "macro_sql": "{%- macro snowflake__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote | upper }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2056372, "supported_languages": null}, "macro.fivetran_utils.redshift__wrap_in_quotes": {"name": "redshift__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.redshift__wrap_in_quotes", "macro_sql": "{%- macro redshift__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205693, "supported_languages": null}, "macro.fivetran_utils.postgres__wrap_in_quotes": {"name": "postgres__wrap_in_quotes", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/wrap_in_quotes.sql", "original_file_path": "macros/wrap_in_quotes.sql", "unique_id": "macro.fivetran_utils.postgres__wrap_in_quotes", "macro_sql": "{%- macro postgres__wrap_in_quotes(object_to_quote) -%}\n \"{{ object_to_quote }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205751, "supported_languages": null}, "macro.fivetran_utils.array_agg": {"name": "array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.array_agg", "macro_sql": "{% macro array_agg(field_to_agg) -%}\n\n{{ adapter.dispatch('array_agg', 'fivetran_utils') (field_to_agg) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.fivetran_utils.default__array_agg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205903, "supported_languages": null}, "macro.fivetran_utils.default__array_agg": {"name": "default__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.default__array_agg", "macro_sql": "{% macro default__array_agg(field_to_agg) %}\n array_agg({{ field_to_agg }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.205961, "supported_languages": null}, "macro.fivetran_utils.redshift__array_agg": {"name": "redshift__array_agg", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/array_agg.sql", "original_file_path": "macros/array_agg.sql", "unique_id": "macro.fivetran_utils.redshift__array_agg", "macro_sql": "{% macro redshift__array_agg(field_to_agg) %}\n listagg({{ field_to_agg }}, ',')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.20602, "supported_languages": null}, "macro.fivetran_utils.empty_variable_warning": {"name": "empty_variable_warning", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/empty_variable_warning.sql", "original_file_path": "macros/empty_variable_warning.sql", "unique_id": "macro.fivetran_utils.empty_variable_warning", "macro_sql": "{% macro empty_variable_warning(variable, downstream_model) %}\n\n{% if not var(variable) %}\n{{ log(\n \"\"\"\n Warning: You have passed an empty list to the \"\"\" ~ variable ~ \"\"\".\n As a result, you won't see the history of any columns in the \"\"\" ~ downstream_model ~ \"\"\" model.\n \"\"\",\n info=True\n) }}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.206253, "supported_languages": null}, "macro.fivetran_utils.enabled_vars_one_true": {"name": "enabled_vars_one_true", "resource_type": "macro", "package_name": "fivetran_utils", "path": "macros/enabled_vars_one_true.sql", "original_file_path": "macros/enabled_vars_one_true.sql", "unique_id": "macro.fivetran_utils.enabled_vars_one_true", "macro_sql": "{% macro enabled_vars_one_true(vars) %}\n\n{% for v in vars %}\n \n {% if var(v, False) == True %}\n {{ return(True) }}\n {% endif %}\n\n{% endfor %}\n\n{{ return(False) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2064772, "supported_languages": null}, "macro.apple_store_source.get_app_store_discovery_and_engagement_daily_columns": {"name": "get_app_store_discovery_and_engagement_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_discovery_and_engagement_daily_columns.sql", "original_file_path": "macros/get_app_store_discovery_and_engagement_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_discovery_and_engagement_daily_columns", "macro_sql": "{% macro get_app_store_discovery_and_engagement_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"engagement_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.207423, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_summary_columns": {"name": "get_sales_subscription_summary_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_summary_columns.sql", "original_file_path": "macros/get_sales_subscription_summary_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_summary_columns", "macro_sql": "{% macro get_sales_subscription_summary_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_free_trial_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_as_you_go_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_pay_up_front_introductory_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"active_standard_price_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"billing_retry\", \"datatype\": dbt.type_int()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"customer_price\", \"datatype\": dbt.type_float()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"developer_proceeds\", \"datatype\": dbt.type_float()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"free_trial_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"free_trial_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"grace_period\", \"datatype\": dbt.type_int()},\n {\"name\": \"marketing_opt_ins\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_as_you_go_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_offer_code_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"pay_up_front_promotional_offer_subscriptions\", \"datatype\": dbt.type_int()},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_currency\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscribers\", \"datatype\": dbt.type_int()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.209936, "supported_languages": null}, "macro.apple_store_source.get_sales_subscription_events_columns": {"name": "get_sales_subscription_events_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_sales_subscription_events_columns.sql", "original_file_path": "macros/get_sales_subscription_events_columns.sql", "unique_id": "macro.apple_store_source.get_sales_subscription_events_columns", "macro_sql": "{% macro get_sales_subscription_events_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"vendor_number\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"app_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"cancellation_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"client\", \"datatype\": dbt.type_string()},\n {\"name\": \"consecutive_paid_periods\", \"datatype\": dbt.type_int()},\n {\"name\": \"country\", \"datatype\": dbt.type_string()},\n {\"name\": \"days_before_canceling\", \"datatype\": dbt.type_int()},\n {\"name\": \"days_canceled\", \"datatype\": dbt.type_int()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"event_date\", \"datatype\": \"date\"},\n {\"name\": \"marketing_opt_in\", \"datatype\": dbt.type_string()},\n {\"name\": \"marketing_opt_in_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"original_start_date\", \"datatype\": \"date\"},\n {\"name\": \"preserved_pricing\", \"datatype\": dbt.type_string()},\n {\"name\": \"previous_subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"previous_subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"proceeds_reason\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"promotional_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"quantity\", \"datatype\": dbt.type_int()},\n {\"name\": \"paid_service_days_recovered\", \"datatype\": dbt.type_int()},\n {\"name\": \"standard_subscription_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"state\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_apple_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_group_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"subscription_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_duration\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_name\", \"datatype\": dbt.type_string()},\n {\"name\": \"subscription_offer_type\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_timestamp", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.212181, "supported_languages": null}, "macro.apple_store_source.get_app_store_download_daily_columns": {"name": "get_app_store_download_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_download_daily_columns.sql", "original_file_path": "macros/get_app_store_download_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_download_daily_columns", "macro_sql": "{% macro get_app_store_download_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"pre_order\", \"datatype\": dbt.type_string()},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.21313, "supported_languages": null}, "macro.apple_store_source.get_app_store_app_columns": {"name": "get_app_store_app_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_app_columns.sql", "original_file_path": "macros/get_app_store_app_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_app_columns", "macro_sql": "{% macro get_app_store_app_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()},\n {\"name\": \"id\", \"datatype\": dbt.type_int()},\n {\"name\": \"name\", \"datatype\": dbt.type_string()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.type_int", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.213405, "supported_languages": null}, "macro.apple_store_source.get_app_session_daily_columns": {"name": "get_app_session_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_session_daily_columns.sql", "original_file_path": "macros/get_app_session_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_session_daily_columns", "macro_sql": "{% macro get_app_session_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"sessions\", \"datatype\": dbt.type_int()},\n {\"name\": \"total_session_duration\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.214397, "supported_languages": null}, "macro.apple_store_source.get_date_from_string": {"name": "get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.get_date_from_string", "macro_sql": "{% macro get_date_from_string(string_text) %}\n {{ return(adapter.dispatch('get_date_from_string') (string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.apple_store_source.default__get_date_from_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.214601, "supported_languages": null}, "macro.apple_store_source.default__get_date_from_string": {"name": "default__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.default__get_date_from_string", "macro_sql": "{% macro default__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }}, \n 'YYYYMMDD'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.214663, "supported_languages": null}, "macro.apple_store_source.bigquery__get_date_from_string": {"name": "bigquery__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.bigquery__get_date_from_string", "macro_sql": "{% macro bigquery__get_date_from_string(string_text) %}\n\n parse_date(\n '%Y%m%d',\n {{ string_text }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.214723, "supported_languages": null}, "macro.apple_store_source.spark__get_date_from_string": {"name": "spark__get_date_from_string", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_date_from_string.sql", "original_file_path": "macros/get_date_from_string.sql", "unique_id": "macro.apple_store_source.spark__get_date_from_string", "macro_sql": "{% macro spark__get_date_from_string(string_text) %}\n\n to_date(\n {{ string_text }},\n 'yyyyMMdd'\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2147799, "supported_languages": null}, "macro.apple_store_source.get_app_crash_daily_columns": {"name": "get_app_crash_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_crash_daily_columns.sql", "original_file_path": "macros/get_app_crash_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_crash_daily_columns", "macro_sql": "{% macro get_app_crash_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"crashes\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.215369, "supported_languages": null}, "macro.apple_store_source.get_app_store_installation_and_deletion_daily_columns": {"name": "get_app_store_installation_and_deletion_daily_columns", "resource_type": "macro", "package_name": "apple_store_source", "path": "macros/get_app_store_installation_and_deletion_daily_columns.sql", "original_file_path": "macros/get_app_store_installation_and_deletion_daily_columns.sql", "unique_id": "macro.apple_store_source.get_app_store_installation_and_deletion_daily_columns", "macro_sql": "{% macro get_app_store_installation_and_deletion_daily_columns() %}\n\n{% set columns = [\n {\"name\": \"_fivetran_id\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_id\", \"datatype\": dbt.type_int()},\n {\"name\": \"date\", \"datatype\": \"date\"},\n {\"name\": \"event\", \"datatype\": dbt.type_string()},\n {\"name\": \"download_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"device\", \"datatype\": dbt.type_string()},\n {\"name\": \"platform_version\", \"datatype\": dbt.type_string()},\n {\"name\": \"source_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_type\", \"datatype\": dbt.type_string()},\n {\"name\": \"app_download_date\", \"datatype\": \"date\"},\n {\"name\": \"territory\", \"datatype\": dbt.type_string()},\n {\"name\": \"counts\", \"datatype\": dbt.type_int()},\n {\"name\": \"unique_devices\", \"datatype\": dbt.type_int()},\n {\"name\": \"source_info\", \"datatype\": dbt.type_string()},\n {\"name\": \"page_title\", \"datatype\": dbt.type_string()},\n {\"name\": \"_fivetran_synced\", \"datatype\": dbt.type_timestamp()}\n] %}\n\n{{ return(columns) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.type_int", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1739570540.2164228, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}, "doc.apple_store_source._fivetran_synced": {"name": "_fivetran_synced", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_synced", "block_contents": "Timestamp of when Fivetran synced a record."}, "doc.apple_store_source.active_devices": {"name": "active_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices", "block_contents": "This represents the number of devices with at least one session during a selected period. In the UI, to calculate this, you can query the session data for your app over the desired timeframe and count the unique devices that initiated at least one session. However, in the models here, this is deduplicated across the given grain."}, "doc.apple_store_source.active_devices_last_30_days": {"name": "active_devices_last_30_days", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_devices_last_30_days", "block_contents": "This metric indicates the number of devices with at least one session during the previous 30 days. To obtain this, you would analyze the session data for the past 30 days and count the unique devices that had at least one session in that period. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions": {"name": "active_free_trial_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_free_trial_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently in a free trial."}, "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions": {"name": "active_pay_as_you_go_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_as_you_go_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay as you go introductory price."}, "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions": {"name": "active_pay_up_front_introductory_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_pay_up_front_introductory_offer_subscriptions", "block_contents": "Total number of introductory offer subscriptions currently with a pay up front introductory price."}, "doc.apple_store_source.active_standard_price_subscriptions": {"name": "active_standard_price_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.active_standard_price_subscriptions", "block_contents": "Total number of auto-renewable standard paid subscriptions currently active, excluding free trials, \nsubscription offers, introductory offers, and marketing opt-ins. Subscriptions are active during the period for which the customer has paid without cancellation."}, "doc.apple_store_source.alternative_country_name": {"name": "alternative_country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.alternative_country_name", "block_contents": "Due to differences in the official ISO country names and Apple's naming convention, we've added an alternative territory name that will allow us to join reports and infer ISO fields."}, "doc.apple_store_source.app_id": {"name": "app_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_id", "block_contents": "Application ID."}, "doc.apple_store_source.app_name": {"name": "app_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_name", "block_contents": "Application Name."}, "doc.apple_store_source.app_version": {"name": "app_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_version", "block_contents": "The app version of the app that the user is engaging with."}, "doc.apple_store_source.country": {"name": "country", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country", "block_contents": "The country associated with the subscription event metrics and subscription summary metric(s). This country code maps to ISO-3166 Alpha-2."}, "doc.apple_store_source.country_code_alpha_2": {"name": "country_code_alpha_2", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_2", "block_contents": "The 2 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_alpha_3": {"name": "country_code_alpha_3", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_alpha_3", "block_contents": "The 3 character ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_code_numeric": {"name": "country_code_numeric", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_code_numeric", "block_contents": "The 3 digit ISO-3166 country code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.country_name": {"name": "country_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.country_name", "block_contents": "The ISO-3166 English country name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.crashes": {"name": "crashes", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.crashes", "block_contents": "The number of recorded crashes experienced (User Opt-In only); a value of 0 indicates there were 0 crash reports or no value from the source report that day."}, "doc.apple_store_source.date_day": {"name": "date_day", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.date_day", "block_contents": "The date of the report and respective recorded metric(s); follows the format `YYYY-MM-DD`."}, "doc.apple_store_source.deletions": {"name": "deletions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.deletions", "block_contents": "The number of times your app is deleted. A deletion occurs when a user removes your app from their device (User Opt-In only). Data from resetting or erasing a device\u2019s content and settings is not included. A value of 0 indicates there were 0 deletions or no value from the source report that day."}, "doc.apple_store_source.device": {"name": "device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.device", "block_contents": "Device type associated with the respective metric(s)."}, "doc.apple_store_source.event": {"name": "event", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.event", "block_contents": "The type of usage event that occurred."}, "doc.apple_store_source.first_time_downloads": {"name": "first_time_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.first_time_downloads", "block_contents": "The number of first time downloads for your app."}, "doc.apple_store_source.impressions": {"name": "impressions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions", "block_contents": "The number of times a user viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts."}, "doc.apple_store_source.impressions_unique_device": {"name": "impressions_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.impressions_unique_device", "block_contents": "The number of unique devices that viewed your app icon in a list alongside other apps, including in search results, charts, and the Today, Apps, and Games tabs. Page views are not included in these counts. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.installations": {"name": "installations", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.installations", "block_contents": "The number of times your app is installed."}, "doc.apple_store_source.page_views": {"name": "page_views", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views", "block_contents": "The number of times a user was presented with a dedicated page for your app or in-app event."}, "doc.apple_store_source.page_views_unique_device": {"name": "page_views_unique_device", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_views_unique_device", "block_contents": "The number of unique devices that viewed dedicated page for your app or in-app event. In the models, this is deduplicated across the given grain."}, "doc.apple_store_source.platform_version": {"name": "platform_version", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.platform_version", "block_contents": "The platform version of the device engaging with your app."}, "doc.apple_store_source.quantity": {"name": "quantity", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.quantity", "block_contents": "Number of events with the same values for the other fields."}, "doc.apple_store_source.sessions": {"name": "sessions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sessions", "block_contents": "The number of sessions. Based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.redownloads": {"name": "redownloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.redownloads", "block_contents": "The number of times your app is redownloaded. A redownload is a subsequent installation of an app onto a device by an Apple ID account. Counted when a user taps the redownload button on the App Store."}, "doc.apple_store_source.region": {"name": "region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region", "block_contents": "The UN Statistics region name assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.region_code": {"name": "region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.region_code", "block_contents": "The UN Statistics region numerical code assignment. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.source_type": {"name": "source_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_type", "block_contents": "Where the user discovered the app, for example: App Store Browse, App Store Search, App Referrers, Web Referrers, App Clips, Unavailable,and Null. Null is the default value for data that does not provide source types, including: crashes, subscription events and subscription summary."}, "doc.apple_store_source.state": {"name": "state", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.state", "block_contents": "The state associated with the subscription event metrics or subscription summary metrics."}, "doc.apple_store_source.sub_region": {"name": "sub_region", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region", "block_contents": "The UN Statistics sub-region name. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.sub_region_code": {"name": "sub_region_code", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.sub_region_code", "block_contents": "The UN Statistics sub-region numerical code. ([Original Source](https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv))"}, "doc.apple_store_source.subscription_name": {"name": "subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_name", "block_contents": "The subscription name associated with the subscription event metric or subscription summary metric."}, "doc.apple_store_source.territory": {"name": "territory", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory", "block_contents": "The territory's (aka country) two-character ISO country code associated with the report's respective metric(s)."}, "doc.apple_store_source.total_downloads": {"name": "total_downloads", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_downloads", "block_contents": "Total Downloads is the sum of Redownloads and First Time Downloads."}, "doc.apple_store_source.territory_long": {"name": "territory_long", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.territory_long", "block_contents": "Either the alternative country name, or the country name if the alternative doesn't exist."}, "doc.apple_store_source.source_relation": {"name": "source_relation", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.source_relation", "block_contents": "The source of the record if the unioning functionality is being used. If it is not this field will be empty."}, "doc.apple_store_source.download_type": {"name": "download_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.download_type", "block_contents": "The type of download event that occurred. Possible values include:\n- **First-Time Download**: The user downloaded the app for the first time.\n- **Redownload**: The user reinstalled the app after having downloaded it previously.\n- **Auto-Download**: The app was automatically downloaded on another device using the same Apple ID.\n- **Manual Update**: The user manually updated the app from the App Store.\n- **Restore**: The app was restored from a backup.\n- **Unavailable**: The download type is unknown or not reported."}, "doc.apple_store_source.pre_order": {"name": "pre_order", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pre_order", "block_contents": "Indicates whether the download was a result of a pre-order. If `true`, the user had pre-ordered the app before its release and it was automatically downloaded upon availability."}, "doc.apple_store_source.total_session_duration": {"name": "total_session_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.total_session_duration", "block_contents": "The total amount of time, in seconds, that users spent in sessions with your app on a given day."}, "doc.apple_store_source.unique_counts": {"name": "unique_counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_counts", "block_contents": "The total number of unique users that performed the event."}, "doc.apple_store_source.unique_devices": {"name": "unique_devices", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.unique_devices", "block_contents": "The number of unique devices on which events were generated, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.page_type": {"name": "page_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.page_type", "block_contents": "The page type which led the user to discover your app."}, "doc.apple_store_source.app_download_date": {"name": "app_download_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_download_date", "block_contents": "The date when the user originally downloaded the app on their device."}, "doc.apple_store_source.engagement_type": {"name": "engagement_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.engagement_type", "block_contents": "The type of user engagement action (e.g., Tap, Scroll)."}, "doc.apple_store_source.counts": {"name": "counts", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.counts", "block_contents": "The total count of events, based on users who have agreed to share their data with Apple and developers."}, "doc.apple_store_source.vendor_number": {"name": "vendor_number", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.vendor_number", "block_contents": "The vendor number associated with the subscription event or summary."}, "doc.apple_store_source.app_apple_id": {"name": "app_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.app_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_apple_id": {"name": "subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_apple_id", "block_contents": "Apple ID of your subscription\u2019s parent app."}, "doc.apple_store_source.subscription_group_id": {"name": "subscription_group_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_group_id", "block_contents": "The group ID of the subscription."}, "doc.apple_store_source.standard_subscription_duration": {"name": "standard_subscription_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.standard_subscription_duration", "block_contents": "The duration of the standard subscription (e.g., 1 Month, 1 Year)."}, "doc.apple_store_source.subscription_offer_type": {"name": "subscription_offer_type", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_type", "block_contents": "The type of subscription offer (e.g., Free Trial, Introductory Offer)."}, "doc.apple_store_source.subscription_offer_duration": {"name": "subscription_offer_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_duration", "block_contents": "The duration of the subscription offer (e.g., 7 Days)."}, "doc.apple_store_source.marketing_opt_in": {"name": "marketing_opt_in", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in", "block_contents": "If the subscription included a marketing opt-in, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.marketing_opt_in_duration": {"name": "marketing_opt_in_duration", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_in_duration", "block_contents": "Duration of the opt-in if applicable (e.g., 7 Days, 1 Month, 2 Months, 3 Months, 6 Months, or 1 Year)."}, "doc.apple_store_source.preserved_pricing": {"name": "preserved_pricing", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.preserved_pricing", "block_contents": "For Renew events, if the price is preserved, this field equals \u201cYes\u201d. Otherwise, it is blank."}, "doc.apple_store_source.proceeds_reason": {"name": "proceeds_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_reason", "block_contents": "For Renew events, if the subscription has been active for more than a year then you receive 85% of the customer price, minus applicable taxes, and this field equals \u201cRate After One Year\u201d. Otherwise, you receive 70% and the field is blank."}, "doc.apple_store_source.promotional_offer_name": {"name": "promotional_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_name", "block_contents": "The name of the promotional offer."}, "doc.apple_store_source.promotional_offer_id": {"name": "promotional_offer_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.promotional_offer_id", "block_contents": "The ID of the promotional offer."}, "doc.apple_store_source.consecutive_paid_periods": {"name": "consecutive_paid_periods", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.consecutive_paid_periods", "block_contents": "The total number of paid periods that the subscription has been active without cancellation. This does not include free trials, marketing opt-in bonus periods, or grace periods."}, "doc.apple_store_source.original_start_date": {"name": "original_start_date", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.original_start_date", "block_contents": "The original start date of the subscription."}, "doc.apple_store_source.client": {"name": "client", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.client", "block_contents": "The client associated with the subscription."}, "doc.apple_store_source.previous_subscription_name": {"name": "previous_subscription_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_name", "block_contents": "The name of the previous subscription."}, "doc.apple_store_source.previous_subscription_apple_id": {"name": "previous_subscription_apple_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.previous_subscription_apple_id", "block_contents": "The Apple ID of the previous subscription."}, "doc.apple_store_source.days_before_canceling": {"name": "days_before_canceling", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_before_canceling", "block_contents": "For cancel events, the number of days from the start date to when a subscriber canceled, which could be in the middle of the period. This only applies to cancel events where cancellation reason equals \u2018canceled.' Otherwise, it is blank."}, "doc.apple_store_source.cancellation_reason": {"name": "cancellation_reason", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.cancellation_reason", "block_contents": "Reason for a cancellation (e.g., Billing issue, Price increase, Canceled, Removed from Sale, or Other.)"}, "doc.apple_store_source.days_canceled": {"name": "days_canceled", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.days_canceled", "block_contents": "For reactivate events, the number of days ago that the subscriber canceled."}, "doc.apple_store_source.paid_service_days_recovered": {"name": "paid_service_days_recovered", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.paid_service_days_recovered", "block_contents": "The estimated number of paid service days recovered due to Billing Grace Period."}, "doc.apple_store_source.customer_price": {"name": "customer_price", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_price", "block_contents": "The price paid by the customer."}, "doc.apple_store_source.customer_currency": {"name": "customer_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.customer_currency", "block_contents": "Three-character ISO code indicating the customer\u2019s currency."}, "doc.apple_store_source.developer_proceeds": {"name": "developer_proceeds", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.developer_proceeds", "block_contents": "The proceeds for each item delivered."}, "doc.apple_store_source.proceeds_currency": {"name": "proceeds_currency", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.proceeds_currency", "block_contents": "The currency of the developer proceeds."}, "doc.apple_store_source.subscription_offer_name": {"name": "subscription_offer_name", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscription_offer_name", "block_contents": "The name of the subscription offer."}, "doc.apple_store_source.free_trial_promotional_offer_subscriptions": {"name": "free_trial_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_promotional_offer_subscriptions", "block_contents": "The number of free trial promotional offer subscriptions."}, "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions": {"name": "pay_up_front_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_promotional_offer_subscriptions", "block_contents": "The number of pay-up-front promotional offer subscriptions."}, "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions": {"name": "pay_as_you_go_promotional_offer_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_promotional_offer_subscriptions", "block_contents": "The number of pay-as-you-go promotional offer subscriptions."}, "doc.apple_store_source.marketing_opt_ins": {"name": "marketing_opt_ins", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.marketing_opt_ins", "block_contents": "The number of marketing opt-ins."}, "doc.apple_store_source.billing_retry": {"name": "billing_retry", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.billing_retry", "block_contents": "The number of billing retries."}, "doc.apple_store_source.grace_period": {"name": "grace_period", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.grace_period", "block_contents": "The number of grace periods."}, "doc.apple_store_source.free_trial_offer_code_subscriptions": {"name": "free_trial_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.free_trial_offer_code_subscriptions", "block_contents": "The number of free trial offer code subscriptions."}, "doc.apple_store_source.pay_up_front_offer_code_subscriptions": {"name": "pay_up_front_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_up_front_offer_code_subscriptions", "block_contents": "The number of pay-up-front offer code subscriptions."}, "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions": {"name": "pay_as_you_go_offer_code_subscriptions", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.pay_as_you_go_offer_code_subscriptions", "block_contents": "The number of pay-as-you-go offer code subscriptions."}, "doc.apple_store_source.subscribers": {"name": "subscribers", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source.subscribers", "block_contents": "The number of subscribers."}, "doc.apple_store_source._fivetran_id": {"name": "_fivetran_id", "resource_type": "doc", "package_name": "apple_store_source", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.apple_store_source._fivetran_id", "block_contents": "A Fivetran-generated key that is unique for each record, for each app and date or for each vendor, depending on the table."}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {"test.apple_store_integration_tests.consistency_overview_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_overview_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_overview_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_overview_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_overview_report_count"], "alias": "consistency_overview_report_count", "checksum": {"name": "sha256", "checksum": "a51fa7e2b1be25f52fd6032a479b8eccda3c5ae5043b81616f9ccc96ad645f50"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.392828, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_territory_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_territory_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_territory_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_territory_report_count"], "alias": "consistency_territory_report_count", "checksum": {"name": "sha256", "checksum": "58323d3190b3e18ed3b346d39e4ccb26cd7d5f21724a3ee269128adc9b57ce82"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.397912, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_platform_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_platform_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_platform_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_platform_version_report_count"], "alias": "consistency_platform_version_report_count", "checksum": {"name": "sha256", "checksum": "6b8f7ec0c6d0cacbb50a752908142fd5cb083036e8720da30646aea3c6295beb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.39963, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_subscription_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_subscription_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_subscription_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_subscription_report_count"], "alias": "consistency_subscription_report_count", "checksum": {"name": "sha256", "checksum": "02863a729303affb69548edfc40afe53ccd7579b9922dc61124310950bac737a"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.4012, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_source_type_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_source_type_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_source_type_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_source_type_report_count"], "alias": "consistency_source_type_report_count", "checksum": {"name": "sha256", "checksum": "09c5f0f28ea12896819f9d5f709d861dc2717a8cfa6321badc898e0f06f628a0"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.402812, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_app_version_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_app_version_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_app_version_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_app_version_report_count"], "alias": "consistency_app_version_report_count", "checksum": {"name": "sha256", "checksum": "0661c3a651cdebf341a921d1d99f35f9668a33be86e4bfa07d68c81035d13245"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.431468, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report_count": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_device_report_count", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_counts/consistency_device_report_count.sql", "original_file_path": "tests/consistency/row_counts/consistency_device_report_count.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report_count", "fqn": ["apple_store_integration_tests", "consistency", "row_counts", "consistency_device_report_count"], "alias": "consistency_device_report_count", "checksum": {"name": "sha256", "checksum": "e6ac28b6dd1250aa9ed69c3c37ffa4b09ca07e23038fabc9bd6ac23d647e1f49"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.433462, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test is to make sure the rows counts are the same between versions\nwith prod as (\n select count(*) as prod_rows\n from {{ target.schema }}_apple_store_prod.apple_store__device_report_count\n),\n\ndev as (\n select count(*) as dev_rows\n from {{ target.schema }}_apple_store_dev.apple_store__device_report_count\n)\n\n-- test will return values and fail if the row counts don't match\nselect *\nfrom prod\njoin dev\n on prod.prod_rows != dev.dev_rows", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_device_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_device_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_device_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_device_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_device_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_device_report"], "alias": "consistency_device_report", "checksum": {"name": "sha256", "checksum": "32e8320ca8d728d070fe7dbf997caec17a9a71c66cc3e0b22b08cf470e954abb"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.4353228, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__device_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__device_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_app_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_app_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_app_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_app_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_app_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_app_version_report"], "alias": "consistency_app_version_report", "checksum": {"name": "sha256", "checksum": "1a7eb3fc1a8635933ad14c884e7b742aa2cfaf7d98060bc7ba90fe9856741e92"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.436934, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__app_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__app_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_source_type_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_source_type_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_source_type_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_source_type_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_source_type_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_source_type_report"], "alias": "consistency_source_type_report", "checksum": {"name": "sha256", "checksum": "f7cff044905ebe7d7f32f29802acac07399e7ca7199459b5cc3f073eb075610f"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.438596, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__source_type_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__source_type_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_territory_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_territory_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_territory_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_territory_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_territory_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_territory_report"], "alias": "consistency_territory_report", "checksum": {"name": "sha256", "checksum": "cbbf66fb918436145d97cc0ffd92580034b3938c04128e568912c508f5be93fc"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.440211, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__territory_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__territory_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_overview_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_overview_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_overview_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_overview_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_overview_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_overview_report"], "alias": "consistency_overview_report", "checksum": {"name": "sha256", "checksum": "93235916a14bb60d7555bb6980983182846325b17ee4962b4eea3de9a34fe2ce"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.4417658, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__overview_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__overview_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_subscription_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_subscription_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_subscription_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_subscription_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_subscription_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_subscription_report"], "alias": "consistency_subscription_report", "checksum": {"name": "sha256", "checksum": "063c737d06999d76db65793520bf0be144e0117b7586fc2fe0ac80452f4def37"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.4433768, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__subscription_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__subscription_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}], "test.apple_store_integration_tests.consistency_platform_version_report": [{"database": "postgres", "schema": "apple_store_integration_tests_14_dbt_test__audit", "name": "consistency_platform_version_report", "resource_type": "test", "package_name": "apple_store_integration_tests", "path": "consistency/row_comparisons/consistency_platform_version_report.sql", "original_file_path": "tests/consistency/row_comparisons/consistency_platform_version_report.sql", "unique_id": "test.apple_store_integration_tests.consistency_platform_version_report", "fqn": ["apple_store_integration_tests", "consistency", "row_comparisons", "consistency_platform_version_report"], "alias": "consistency_platform_version_report", "checksum": {"name": "sha256", "checksum": "e5ffa793dc590b6cc2657417678ea67c2ca1d4ab2db8b4d35a181b9bb65719c9"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["fivetran_validations"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["fivetran_validations"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["fivetran_validations"], "enabled": false}, "created_at": 1739570540.444917, "config_call_dict": {"tags": ["fivetran_validations"], "enabled": false}, "relation_name": null, "raw_code": "{{ config(\n tags=\"fivetran_validations\",\n enabled=var('fivetran_validation_tests_enabled', false)\n) }}\n\n-- this test ensures the daily_activity end model matches the prior version\nwith prod as (\n select *\n from {{ target.schema }}_apple_store_prod.apple_store__platform_version_report\n),\n\ndev as (\n select *\n from {{ target.schema }}_apple_store_dev.apple_store__platform_version_report\n),\n\nprod_not_in_dev as (\n -- rows from prod not found in dev\n select * from prod\n except distinct\n select * from dev\n),\n\ndev_not_in_prod as (\n -- rows from dev not found in prod\n select * from dev\n except distinct\n select * from prod\n),\n\nfinal as (\n select\n *,\n 'from prod' as source\n from prod_not_in_dev\n\n union all -- union since we only care if rows are produced\n\n select\n *,\n 'from dev' as source\n from dev_not_in_prod\n)\n\nselect *\nfrom final", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "alias_types": true, "checksum": null}}]}, "parent_map": {"seed.apple_store_integration_tests.app_store_download_standard_daily": [], "seed.apple_store_integration_tests.sales_subscription_summary": [], "seed.apple_store_integration_tests.app_store_app": [], "seed.apple_store_integration_tests.app_store_installation_and_deletion_standard_daily": [], "seed.apple_store_integration_tests.sales_subscription_event_summary": [], "seed.apple_store_integration_tests.app_crash_daily": [], "seed.apple_store_integration_tests.app_session_standard_daily": [], "seed.apple_store_integration_tests.app_store_discovery_and_engagement_standard_daily": [], "model.apple_store_source.stg_apple_store__app_store_download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "model.apple_store_source.stg_apple_store__app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "model.apple_store_source.stg_apple_store__app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "model.apple_store_source.stg_apple_store__app_session_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"], "model.apple_store_source.stg_apple_store__sales_subscription_events_tmp": ["source.apple_store_source.apple_store.sales_subscription_event_summary"], "model.apple_store_source.stg_apple_store__app_store_download_tmp": ["source.apple_store_source.apple_store.app_store_download_standard_daily"], "model.apple_store_source.stg_apple_store__app_store_app_tmp": ["source.apple_store_source.apple_store.app_store_app"], "model.apple_store_source.stg_apple_store__app_crash_tmp": ["source.apple_store_source.apple_store.app_crash_daily"], "model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp": ["source.apple_store_source.apple_store.sales_subscription_summary"], "model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp": ["source.apple_store_source.apple_store.app_store_discovery_and_engagement_standard_daily"], "model.apple_store_source.stg_apple_store__app_session_tmp": ["source.apple_store_source.apple_store.app_session_standard_daily"], "model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp": ["source.apple_store_source.apple_store.app_store_installation_and_deletion_standard_daily"], "seed.apple_store_source.apple_store_country_codes": [], "model.apple_store.apple_store__source_type_report": ["model.apple_store.int_apple_store__source_type_impressions_page_views", "model.apple_store.int_apple_store__source_type_install_deletions", "model.apple_store.int_apple_store__source_type_report", "model.apple_store.int_apple_store__source_type_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__subscription_report": ["model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_report", "model.apple_store.int_apple_store__subscription_summary", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__platform_version_report": ["model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_report", "model.apple_store.int_apple_store__platform_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__territory_report": ["model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_report", "model.apple_store.int_apple_store__territory_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.apple_store__device_report": ["model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", "model.apple_store.int_apple_store__device_impressions_page_views", "model.apple_store.int_apple_store__device_install_deletions", "model.apple_store.int_apple_store__device_report", "model.apple_store.int_apple_store__device_sessions_activity", "model.apple_store.int_apple_store__device_subscription_events", "model.apple_store.int_apple_store__device_subscription_summary", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_report", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store_source.stg_apple_store__app_store_app"], "model.apple_store.apple_store__overview_report": ["model.apple_store.int_apple_store__app", "model.apple_store.int_apple_store__discovery_and_engagement_daily", "model.apple_store.int_apple_store__download_daily", "model.apple_store.int_apple_store__installation_and_deletion_daily", "model.apple_store.int_apple_store__session_daily", "model.apple_store_source.stg_apple_store__app_crash_daily", "model.apple_store_source.stg_apple_store__app_store_app", "model.apple_store_source.stg_apple_store__sales_subscription_events", "model.apple_store_source.stg_apple_store__sales_subscription_summary"], "model.apple_store.int_apple_store__session_daily": ["model.apple_store_source.stg_apple_store__app_session_daily"], "model.apple_store.int_apple_store__date_spine": [], "model.apple_store.int_apple_store__discovery_and_engagement_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_daily"], "model.apple_store.int_apple_store__download_daily": ["model.apple_store_source.stg_apple_store__app_store_download_daily"], "model.apple_store.int_apple_store__installation_and_deletion_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_daily"], "model.apple_store.int_apple_store__territory_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__territory_downloads_daily", "model.apple_store.int_apple_store__territory_impressions_page_views", "model.apple_store.int_apple_store__territory_install_deletions", "model.apple_store.int_apple_store__territory_sessions_activity", "seed.apple_store_source.apple_store_country_codes"], "model.apple_store.int_apple_store__subscription_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__subscription_events", "model.apple_store.int_apple_store__subscription_summary"], "model.apple_store.int_apple_store__app_version_report": ["model.apple_store.int_apple_store__app_version_app_crashes", "model.apple_store.int_apple_store__app_version_install_deletions", "model.apple_store.int_apple_store__app_version_sessions_activity", "model.apple_store.int_apple_store__date_spine"], "model.apple_store.int_apple_store__platform_version_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__platform_version_app_crashes", "model.apple_store.int_apple_store__platform_version_downloads_daily", "model.apple_store.int_apple_store__platform_version_impressions_pv", "model.apple_store.int_apple_store__platform_version_install_deletions", "model.apple_store.int_apple_store__platform_version_sessions_activity"], "model.apple_store.int_apple_store__device_report": ["model.apple_store.int_apple_store__date_spine", "model.apple_store.int_apple_store__device_app_crashes", "model.apple_store.int_apple_store__device_downloads_daily", 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"test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__overview_report_source_relation__date_day__app_id.22a03a68cc": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__platform_version_report_source_relation__date_day__app_id__source_type__platform_version.f053b826be": [], "test.apple_store.dbt_utils_unique_combination_of_columns_apple_store__app_version_report_source_relation__date_day__app_id__source_type__app_version.e43e9ef143": [], "source.apple_store_source.apple_store.app_store_app": ["model.apple_store_source.stg_apple_store__app_store_app_tmp"], "source.apple_store_source.apple_store.sales_subscription_event_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_events_tmp"], "source.apple_store_source.apple_store.sales_subscription_summary": ["model.apple_store_source.stg_apple_store__sales_subscription_summary_tmp"], "source.apple_store_source.apple_store.app_store_installation_and_deletion_standard_daily": ["model.apple_store_source.stg_apple_store__app_store_installation_and_deletion_tmp"], "source.apple_store_source.apple_store.app_store_discovery_and_engagement_standard_daily": ["model.apple_store_source.stg_apple_store__app_store_discovery_and_engagement_tmp"], "source.apple_store_source.apple_store.app_store_download_standard_daily": ["model.apple_store_source.stg_apple_store__app_store_download_tmp"], "source.apple_store_source.apple_store.app_crash_daily": ["model.apple_store_source.stg_apple_store__app_crash_tmp"], "source.apple_store_source.apple_store.app_session_standard_daily": ["model.apple_store_source.stg_apple_store__app_session_tmp"]}, "group_map": {}, "saved_queries": {}, "semantic_models": {}} \ No newline at end of file diff --git a/integration_tests/dbt_project.yml b/integration_tests/dbt_project.yml index 61ec3ab..87c176d 100644 --- a/integration_tests/dbt_project.yml +++ b/integration_tests/dbt_project.yml @@ -12,11 +12,11 @@ vars: apple_store_app_identifier: "app_store_app" apple_store_sales_subscription_event_summary_identifier: "sales_subscription_event_summary" apple_store_sales_subscription_summary_identifier: "sales_subscription_summary" - apple_store_discovery_and_engagement_detailed_daily_identifier: "app_store_discovery_and_engagement_detailed_daily" + apple_store_discovery_and_engagement_standard_daily_identifier: "app_store_discovery_and_engagement_standard_daily" apple_store_crash_daily_identifier: "app_crash_daily" - apple_store_download_detailed_daily_identifier: "app_store_download_detailed_daily" - apple_store_session_detailed_daily_identifier: "app_session_detailed_daily" - apple_store_installation_and_deletion_detailed_daily_identifier: "app_store_installation_and_deletion_detailed_daily" + apple_store_download_standard_daily_identifier: "app_store_download_standard_daily" + apple_store_session_standard_daily_identifier: "app_session_standard_daily" + apple_store_installation_and_deletion_standard_daily_identifier: "app_store_installation_and_deletion_standard_daily" apple_store__subscription_events: - 'Renew' diff --git a/integration_tests/seeds/app_session_detailed_daily.csv b/integration_tests/seeds/app_session_standard_daily.csv similarity index 100% rename from integration_tests/seeds/app_session_detailed_daily.csv rename to integration_tests/seeds/app_session_standard_daily.csv diff --git a/integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv b/integration_tests/seeds/app_store_discovery_and_engagement_standard_daily.csv similarity index 100% rename from integration_tests/seeds/app_store_discovery_and_engagement_detailed_daily.csv rename to integration_tests/seeds/app_store_discovery_and_engagement_standard_daily.csv diff --git a/integration_tests/seeds/app_store_download_detailed_daily.csv b/integration_tests/seeds/app_store_download_standard_daily.csv similarity index 100% rename from integration_tests/seeds/app_store_download_detailed_daily.csv rename to integration_tests/seeds/app_store_download_standard_daily.csv diff --git a/integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv b/integration_tests/seeds/app_store_installation_and_deletion_standard_daily.csv similarity index 100% rename from integration_tests/seeds/app_store_installation_and_deletion_detailed_daily.csv rename to integration_tests/seeds/app_store_installation_and_deletion_standard_daily.csv diff --git a/models/intermediate/int_apple_store__date_spine.sql b/models/intermediate/int_apple_store__date_spine.sql index 2b4da93..807d243 100644 --- a/models/intermediate/int_apple_store__date_spine.sql +++ b/models/intermediate/int_apple_store__date_spine.sql @@ -1,10 +1,5 @@ {{ config(materialized='table') }} --- depends_on: {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} --- depends_on: {{ ref('stg_apple_store__app_crash_daily') }} --- depends_on: {{ ref('stg_apple_store__app_store_download_daily') }} --- depends_on: {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} --- depends_on: {{ ref('stg_apple_store__app_session_daily') }} with spine as ( {% if execute and flags.WHICH in ('run', 'build') %} @@ -13,15 +8,15 @@ with spine as ( select min(date_day) as min_date_day from ( - select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_discovery_and_engagement_daily') }} + select cast(date as date) as date_day from {{ source('apple_store', 'app_store_installation_and_deletion_standard_daily') }} union all - select min(date_day) as date_day from {{ ref('stg_apple_store__app_crash_daily') }} + select cast(date as date) as date_day from {{ source('apple_store', 'app_store_discovery_and_engagement_standard_daily') }} union all - select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_download_daily') }} + select cast(date as date) as date_day from {{ source('apple_store', 'app_store_download_standard_daily') }} union all - select min(date_day) as date_day from {{ ref('stg_apple_store__app_store_installation_and_deletion_daily') }} + select cast(date as date) as date_day from {{ source('apple_store', 'app_crash_daily') }} union all - select min(date_day) as date_day from {{ ref('stg_apple_store__app_session_daily') }} + select cast(date as date) as date_day from {{ source('apple_store', 'app_session_standard_daily') }} ) as all_dates {% endset %} @@ -29,7 +24,7 @@ with spine as ( {%- set first_date = dbt_utils.get_single_value(first_date_query) %} {% else %} -{%- set first_date = '2023-01-01' %} +{%- set first_date = '2024-01-01' %} {% endif %} diff --git a/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql b/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql index 427afd2..bd8c194 100644 --- a/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql +++ b/models/intermediate/int_apple_store__discovery_and_engagement_daily.sql @@ -1,7 +1,7 @@ with base as ( select * - from {{ var('app_store_discovery_and_engagement_detailed_daily') }} + from {{ var('app_store_discovery_and_engagement_standard_daily') }} ), aggregated as ( @@ -15,15 +15,13 @@ aggregated as ( device, platform_version, territory, - page_title, - source_info, source_relation, sum(case when lower(event) = 'impression' then counts else 0 end) as impressions, sum(case when lower(event) = 'impression' then unique_counts else 0 end) as impressions_unique_device, sum(case when lower(event) = 'page view' then counts else 0 end) as page_views, sum(case when lower(event) = 'page view' then unique_counts else 0 end) as page_views_unique_device from base - {{ dbt_utils.group_by(11) }} + {{ dbt_utils.group_by(9) }} ) diff --git a/models/intermediate/int_apple_store__download_daily.sql b/models/intermediate/int_apple_store__download_daily.sql index 87d2622..2517c6a 100644 --- a/models/intermediate/int_apple_store__download_daily.sql +++ b/models/intermediate/int_apple_store__download_daily.sql @@ -1,7 +1,7 @@ with base as ( select * - from {{ var('app_store_download_detailed_daily') }} + from {{ var('app_store_download_standard_daily') }} ), aggregated as ( @@ -18,14 +18,12 @@ aggregated as ( pre_order, territory, counts, - source_info, - page_title, source_relation, sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, sum(case when lower(download_type) in ('first-time download','redownload') then counts else 0 end) as total_downloads from base - {{ dbt_utils.group_by(14) }} + {{ dbt_utils.group_by(12) }} ) diff --git a/models/intermediate/int_apple_store__installation_and_deletion_daily.sql b/models/intermediate/int_apple_store__installation_and_deletion_daily.sql index a152f7f..7f5c3a6 100644 --- a/models/intermediate/int_apple_store__installation_and_deletion_daily.sql +++ b/models/intermediate/int_apple_store__installation_and_deletion_daily.sql @@ -1,7 +1,7 @@ with base as ( select * - from {{ var('app_store_installation_and_deletion_detailed_daily') }} + from {{ var('app_store_installation_and_deletion_standard_daily') }} ), aggregated as ( @@ -17,8 +17,6 @@ aggregated as ( page_type, app_download_date, territory, - source_info, - page_title, source_relation, sum(case when lower(download_type) = 'first-time download' then counts else 0 end) as first_time_downloads, sum(case when lower(download_type) = 'redownload' then counts else 0 end) as redownloads, @@ -26,7 +24,7 @@ aggregated as ( sum(case when lower(event) = 'delete' then counts else 0 end) as deletions, sum(case when lower(event) = 'install' then counts else 0 end) as installations from base - {{ dbt_utils.group_by(13) }} + {{ dbt_utils.group_by(11) }} ) diff --git a/models/intermediate/int_apple_store__session_daily.sql b/models/intermediate/int_apple_store__session_daily.sql index 80a1051..34cf804 100644 --- a/models/intermediate/int_apple_store__session_daily.sql +++ b/models/intermediate/int_apple_store__session_daily.sql @@ -1,7 +1,7 @@ with base as ( select * - from {{ var('app_session_detailed_daily') }} + from {{ var('app_session_standard_daily') }} ), aggregated as ( @@ -17,13 +17,11 @@ aggregated as ( app_download_date, territory, total_session_duration, - source_info, - page_title, source_relation, sum(sessions) as sessions, sum(unique_devices) as active_devices from base - {{ dbt_utils.group_by(13) }} + {{ dbt_utils.group_by(11) }} ) From deb51f8f96af1e4c30aaa24cbb08ca4aeee7d575 Mon Sep 17 00:00:00 2001 From: Renee Li Date: Wed, 19 Feb 2025 14:21:28 -0500 Subject: [PATCH 52/57] update versions, changelog --- CHANGELOG.md | 17 +++++++++++++++++ README.md | 4 ++-- packages.yml | 2 +- 3 files changed, 20 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 04af171..a6480e8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,20 @@ +# dbt_apple_store v0.5.0 +[PR #32](https://github.com/fivetran/dbt_apple_store/pull/32) includes the following updates: + +## Breaking Changes: Schema Change +- Following the connector's [Nov 2024 Update](https://fivetran.com/docs/connectors/applications/apple-app-store/changelog#november2024) to sync from the [App Store Connect API](https://developer.apple.com/documentation/appstoreconnectapi), we've updated this dbt package to reflect the new schema which includes the following changes: + +# Breaking Changes +- The `account_id` and `account_name` fields have been removed. +- `app_id` in apple_store__subscription_report has been replaced with `app_apple_id`. +- Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. +- For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0-a1). +- The reporting grains are created in upstream intermediate models (found in the `intermediate/reporting_grain` folder). Along with the date spine (`int_apple_store__date_spine`), these reporting grain models are materialized as tables to enhance performance. + +## Documentation +- Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) +- Corrected references to connectors and connections in the README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) + # dbt_apple_store v0.5.0-a1 [PR #32](https://github.com/fivetran/dbt_apple_store/pull/32) includes the following updates: diff --git a/README.md b/README.md index 0ddd801..80740b2 100644 --- a/README.md +++ b/README.md @@ -55,7 +55,7 @@ Include the following apple_store package version in your `packages.yml` file: ```yaml packages: - package: fivetran/apple_store - version: 0.5.0-a1 + version: [">=0.5.0", "<0.6.0"] ``` Do NOT include the `apple_store_source` package in this file. The transformation package itself has a dependency on it and will install the source package as well. @@ -147,7 +147,7 @@ This dbt package is dependent on the following dbt packages. These dependencies ```yml packages: - package: fivetran/apple_store_source - version: v0.5.0-a1 + version: [">=0.5.0", "<0.6.0"] - package: fivetran/fivetran_utils version: [">=0.4.0", "<0.5.0"] diff --git a/packages.yml b/packages.yml index 8e59db7..97a3578 100644 --- a/packages.yml +++ b/packages.yml @@ -4,4 +4,4 @@ packages: warn-unpinned: false # - package: fivetran/apple_store_source - # version: 0.5.0-a1 \ No newline at end of file + # version: 0.5.0 \ No newline at end of file From f2854cc51cd6a85e781a7d8ef79276de2e2a74a8 Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Thu, 20 Feb 2025 12:38:56 -0500 Subject: [PATCH 53/57] Update CHANGELOG.md Co-authored-by: Avinash Kunnath <108772760+fivetran-avinash@users.noreply.github.com> --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index a6480e8..ebf078d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,7 +8,7 @@ - The `account_id` and `account_name` fields have been removed. - `app_id` in apple_store__subscription_report has been replaced with `app_apple_id`. - Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. -- For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0-a1). +- For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0). - The reporting grains are created in upstream intermediate models (found in the `intermediate/reporting_grain` folder). Along with the date spine (`int_apple_store__date_spine`), these reporting grain models are materialized as tables to enhance performance. ## Documentation From 36b64c9dbba4e4309b401ee24b61029820a41419 Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Thu, 20 Feb 2025 12:39:58 -0500 Subject: [PATCH 54/57] Update CHANGELOG.md Co-authored-by: Avinash Kunnath <108772760+fivetran-avinash@users.noreply.github.com> --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ebf078d..99ad38f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,7 +6,7 @@ # Breaking Changes - The `account_id` and `account_name` fields have been removed. -- `app_id` in apple_store__subscription_report has been replaced with `app_apple_id`. +- `app_id` in `apple_store__subscription_report` has been replaced with `app_apple_id`. - Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. - For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0). - The reporting grains are created in upstream intermediate models (found in the `intermediate/reporting_grain` folder). Along with the date spine (`int_apple_store__date_spine`), these reporting grain models are materialized as tables to enhance performance. From 30d4c8af1cb4e4da8116b89535ffed10c930e02c Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 20 Feb 2025 12:51:22 -0500 Subject: [PATCH 55/57] changelog --- CHANGELOG.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 99ad38f..7983329 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,7 +5,7 @@ - Following the connector's [Nov 2024 Update](https://fivetran.com/docs/connectors/applications/apple-app-store/changelog#november2024) to sync from the [App Store Connect API](https://developer.apple.com/documentation/appstoreconnectapi), we've updated this dbt package to reflect the new schema which includes the following changes: # Breaking Changes -- The `account_id` and `account_name` fields have been removed. +- The `account_id` and `account_name` fields have been removed from the `apple_store__subscription_report`. - `app_id` in `apple_store__subscription_report` has been replaced with `app_apple_id`. - Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. - For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0). @@ -14,6 +14,7 @@ ## Documentation - Added Quickstart model counts to README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) - Corrected references to connectors and connections in the README. ([#31](https://github.com/fivetran/dbt_apple_store/pull/31)) +- Updated the `DECISIONLOG` with information about excluded fields and the difference between Standard vs Detailed reports. # dbt_apple_store v0.5.0-a1 [PR #32](https://github.com/fivetran/dbt_apple_store/pull/32) includes the following updates: From 98d739c47f3c7e23bcc24eae24c539f414bb2213 Mon Sep 17 00:00:00 2001 From: Renee Li <91097070+fivetran-reneeli@users.noreply.github.com> Date: Thu, 20 Feb 2025 13:49:25 -0500 Subject: [PATCH 56/57] Update CHANGELOG.md Co-authored-by: Avinash Kunnath <108772760+fivetran-avinash@users.noreply.github.com> --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7983329..f04ae2c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,7 +8,7 @@ - The `account_id` and `account_name` fields have been removed from the `apple_store__subscription_report`. - `app_id` in `apple_store__subscription_report` has been replaced with `app_apple_id`. - Additionally, while the structure of the end models remains largely intact, the underlying logic has been adjusted to align with the new grain of the source tables. As a result, some values may differ from previous outputs. -- For more information on the upstream breaking changes concerning the source tables, refer to the [source package pre-release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0). +- For more information on the upstream breaking changes concerning the source tables, refer to the [source package release notes](https://github.com/fivetran/dbt_apple_store_source/releases/tag/0.5.0). - The reporting grains are created in upstream intermediate models (found in the `intermediate/reporting_grain` folder). Along with the date spine (`int_apple_store__date_spine`), these reporting grain models are materialized as tables to enhance performance. ## Documentation From 43d2de27f09da76d29d16c2e23f2f451c84d85eb Mon Sep 17 00:00:00 2001 From: Renee Li Date: Thu, 20 Feb 2025 14:03:14 -0500 Subject: [PATCH 57/57] update deps --- packages.yml | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/packages.yml b/packages.yml index 97a3578..5019759 100644 --- a/packages.yml +++ b/packages.yml @@ -1,7 +1,3 @@ packages: - - git: https://github.com/fivetran/dbt_apple_store_source.git - revision: nov_2024_schema - warn-unpinned: false - - # - package: fivetran/apple_store_source - # version: 0.5.0 \ No newline at end of file + - package: fivetran/apple_store_source + version: 0.5.0 \ No newline at end of file